sample_id stringlengths 64 64 | language_detail stringclasses 209
values | granularity stringclasses 2
values | code stringlengths 10 484k | code_normalized_hash stringlengths 64 64 | code_sha256 stringlengths 64 64 | near_dup_cluster_id stringlengths 64 64 | near_dup_cluster_size int32 1 4.03k | is_cluster_representative bool 2
classes | near_dup_of_test bool 2
classes | project stringlengths 2 57 ⌀ | repo_url stringlengths 24 76 ⌀ | commit_sha stringlengths 6 81 ⌀ | commit_date stringdate 1999-11-10 00:00:00 2026-06-02 00:00:00 ⌀ | date_source stringclasses 2
values | file_path stringlengths 2 227 ⌀ | func_name stringlengths 0 837 ⌀ | start_line int32 1 125k ⌀ | end_line int32 1 125k ⌀ | is_vulnerable bool 2
classes | vuln_lines listlengths 0 125 | pair_id stringlengths 32 32 ⌀ | pair_role stringclasses 3
values | cve_ids listlengths 0 817 | cwe_ids listlengths 0 78 | cve_link_source stringclasses 2
values | cwe_link_source stringclasses 2
values | label_source stringclasses 4
values | label_confidence float32 0.05 0.97 | label_conflict bool 2
classes | confidence_notes stringclasses 130
values | cleanvul_score int32 0 4 ⌀ | origins listlengths 1 11.7k | n_origins int64 1 11.7k | n_datasets int64 1 9 | primary_source stringclasses 7
values | source_license stringclasses 7
values | split stringclasses 1
value | split_strategy stringclasses 5
values | source_extra stringlengths 18 203 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
738c696d66f30cbc42ad05ef85194eeed7e11088b02648c0c044e1d033969ba4 | cpp | function | inline unsigned int get_lookup_count (void) const
{ return (this+lookupList).len; } | 738c696d66f30cbc42ad05ef85194eeed7e11088b02648c0c044e1d033969ba4 | 9e6c7ae8d16da57ac66daa19812c3a327a6b4c92fa9d121fbc881804ee74ae1f | 738c696d66f30cbc42ad05ef85194eeed7e11088b02648c0c044e1d033969ba4 | 1 | true | false | harfbuzz/harfbuzz | https://github.com/harfbuzz/harfbuzz | c917965b9e6fe2b21ed6c51559673288fa3af4b7 | 2018-11-15 | cve_published | hb-ot-layout-gsubgpos-private.hh | get_lookup_count | 2,264 | 2,265 | false | [] | null | unrelated_in_commit | [
"CVE-2015-9274"
] | [
"CWE-125"
] | source | source | nvd_patch_commit | 0.5 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_1877_2::get_lookup_count#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
}
] | 1 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/harfbuzz/harfbuzz/commit/c917965b9e6fe2b21ed6c51559673288fa3af4b7", "changed_units_in_commit": 17} | |
c39a8fcaa7535c6517131215edd40537419c600d8aa395577cf6818ca1cccd1f | cpp | function | inline bool would_apply (hb_would_apply_context_t *c) const
{
TRACE_WOULD_APPLY (this);
const ClassDef &backtrack_class_def = this+backtrackClassDef;
const ClassDef &input_class_def = this+inputClassDef;
const ClassDef &lookahead_class_def = this+lookaheadClassDef;
unsigned int index = input_cla... | c39a8fcaa7535c6517131215edd40537419c600d8aa395577cf6818ca1cccd1f | 59a982c4f70ed1359304b2b7376c07c3151fbc4a28a49da6d4a34ef4f4b5ca2c | c39a8fcaa7535c6517131215edd40537419c600d8aa395577cf6818ca1cccd1f | 1 | true | false | harfbuzz/harfbuzz | https://github.com/harfbuzz/harfbuzz | c917965b9e6fe2b21ed6c51559673288fa3af4b7 | 2018-11-15 | cve_published | hb-ot-layout-gsubgpos-private.hh | would_apply | 1,926 | 1,943 | false | [] | null | unrelated_in_commit | [
"CVE-2015-9274"
] | [
"CWE-125"
] | source | source | nvd_patch_commit | 0.5 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_1877_2::would_apply#8",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
}
] | 1 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/harfbuzz/harfbuzz/commit/c917965b9e6fe2b21ed6c51559673288fa3af4b7", "changed_units_in_commit": 17} | |
66a6992b59d9e67dd84382d7a0362e63bc96d2c21fe79e088b6e07ba6b41b9ca | c | function | static const char *
next_option(const char *list, struct vec *val, struct vec *eq_val)
{
int end;
reparse:
if (val == NULL || list == NULL || *list == '\0') {
/* End of the list */
return NULL;
}
/* Skip over leading LWS */
while (*list == ' ' || *list == '\t')
list++;
val->ptr = list;
if ((list = strch... | 66a6992b59d9e67dd84382d7a0362e63bc96d2c21fe79e088b6e07ba6b41b9ca | eab5e428ed462626c39f5668311dd2afaa9e957b193c9e075de83171e8a83fb9 | 66a6992b59d9e67dd84382d7a0362e63bc96d2c21fe79e088b6e07ba6b41b9ca | 1 | true | false | civetweb/civetweb | https://github.com/civetweb/civetweb | 8fd069f6dedb064339f1091069ac96f3f8bdb552 | 2018-06-22 | cve_published | civetweb.c | next_option | 4,009 | 4,059 | false | [] | null | unrelated_in_commit | [
"CVE-2018-12684"
] | [
"CWE-125",
"CWE-200"
] | source | source | nvd_patch_commit | 0.5 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_203_0::next_option#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
}
] | 1 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/civetweb/civetweb/commit/8fd069f6dedb064339f1091069ac96f3f8bdb552", "changed_units_in_commit": 1} | |
5bbaa3a5ed267bcd55449e822ae588ff1cecf88ff4ca139b32deb699cba85602 | c_or_cpp | function | static void filename_compute_type(struct policydb *p, struct context *newcontext,
u32 stype, u32 ttype, u16 tclass,
const char *objname)
{
struct filename_trans ft;
struct filename_trans_datum *otype;
/*
* Most filename trans rules are going to live in specific directories
* like /dev or /var/run. ... | 5bbaa3a5ed267bcd55449e822ae588ff1cecf88ff4ca139b32deb699cba85602 | bdae6ffae6a6d378b3d633ae570ce0c5a4d62ace55418e238eb413fdf5053f48 | 5bbaa3a5ed267bcd55449e822ae588ff1cecf88ff4ca139b32deb699cba85602 | 2 | true | false | linux | https://git.kernel.org/?p=linux/kernel/git/torvalds/linux-2.6.git | 2172fa709ab32ca60e86179dc67d0857be8e2c98 | 2014-02-28 | cve_published | null | null | null | null | false | [] | null | unrelated_in_commit | [
"CVE-2014-1874"
] | [
"CWE-20"
] | hub_fix_commit | source | prime_vul | 0.75 | false | +0.05 agreement of 5 datasets | null | [
{
"dataset": "bigvul_msr20",
"original_id": "row:39255",
"original_label": "0",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "crossvul_2.0",
"original_id": "good_2080_0::filename_compute_type#0",
... | 5 | 5 | primevul | MIT (PrimeVul, Ding et al. ICSE'25) | train | primevul_official | {"primevul_hash": 260668267155483024478328099031902788874, "big_vul_idx": 39255} |
04670c93a29a5ac9d519ae8773a8f52576d870eb5d57a0379ecc41312bbe07c2 | c | function | void
nfs_mark_request_commit(struct nfs_page *req, struct pnfs_layout_segment *lseg,
struct nfs_commit_info *cinfo)
{
} | 04670c93a29a5ac9d519ae8773a8f52576d870eb5d57a0379ecc41312bbe07c2 | 9b345c484e9a75c4e4cf841be178a779f977dd78ef0f32684bd48989e3ca8e31 | 04670c93a29a5ac9d519ae8773a8f52576d870eb5d57a0379ecc41312bbe07c2 | 2 | false | false | torvalds/linux | https://github.com/torvalds/linux | 263b4509ec4d47e0da3e753f85a39ea12d1eff24 | 2014-02-28 | cve_published | write.c | nfs_mark_request_commit | 605 | 609 | false | [] | null | unrelated_in_commit | [
"CVE-2014-2038"
] | [
"CWE-20",
"CWE-200"
] | source | source | nvd_patch_commit | 0.5 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_2089_0::nfs_mark_request_commit#1",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
}
] | 1 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/torvalds/linux/commit/263b4509ec4d47e0da3e753f85a39ea12d1eff24", "changed_units_in_commit": 1} | |
619939a22b405874507edcd713ae6d8d4ac6172cecc7658c08e0953e382561d5 | c_or_cpp | function | static bool nested_vmx_exit_handled_io(struct kvm_vcpu *vcpu,
struct vmcs12 *vmcs12)
{
unsigned long exit_qualification;
gpa_t bitmap, last_bitmap;
unsigned int port;
int size;
u8 b;
if (!nested_cpu_has(vmcs12, CPU_BASED_USE_IO_BITMAPS))
return nested_cpu_has(vmcs12, CPU_BASED_UNCOND_IO_EXITING);
... | 619939a22b405874507edcd713ae6d8d4ac6172cecc7658c08e0953e382561d5 | 5615aaf546c358c0f910e65d11ebd960be7fab23d4d3d9d8c829faace8e7b7c0 | 4bfdd8e5529c0bbf20d9f6713c17d81be7103cd3d1e9cc1c8504083cab922e2e | 2 | true | false | kvm | null | c73f4c998e1fd4249b9edfa39e23f4fda2b9b041 | null | null | null | null | null | null | false | [] | null | unrelated_in_commit | [
"CVE-2015-5307",
"CVE-2016-4440",
"CVE-2016-9588",
"CVE-2017-1000252",
"CVE-2017-12154",
"CVE-2018-12904"
] | [
"CWE-20",
"CWE-264",
"CWE-284",
"CWE-388",
"CWE-399",
"CWE-617"
] | null | null | prime_vul | 0.75 | false | +0.05 agreement of 5 datasets | null | [
{
"dataset": "bigvul_msr20",
"original_id": "row:42705",
"original_label": "0",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "crossvul_2.0",
"original_id": "good_1675_2::nested_vmx_exit_handled_io#0"... | 11 | 5 | primevul | MIT (PrimeVul, Ding et al. ICSE'25) | train | primevul_official | {"primevul_hash": 40704934706286325070430843420529788971, "big_vul_idx": null} |
3652075514ce5931092a4f1cc27b5e7038c02c2235f8c1b6178cd6bea5f6092f | c_or_cpp | function | static __le16 ieee80211_duration(struct ieee80211_tx_data *tx,
struct sk_buff *skb, int group_addr,
int next_frag_len)
{
int rate, mrate, erp, dur, i, shift = 0;
struct ieee80211_rate *txrate;
struct ieee80211_local *local = tx->local;
struct ieee80211_supported_band *sband;
struct ieee80211_hdr *hdr;
s... | 3652075514ce5931092a4f1cc27b5e7038c02c2235f8c1b6178cd6bea5f6092f | 7589b075ce18e42681a4ecc274df9af55862b9eb04d6600304d2e6a13e37d3f6 | 3652075514ce5931092a4f1cc27b5e7038c02c2235f8c1b6178cd6bea5f6092f | 2 | true | false | linux | https://git.kernel.org/?p=linux/kernel/git/torvalds/linux-2.6.git | 338f977f4eb441e69bb9a46eaa0ac715c931a67f | 2014-11-10 | cve_published | null | null | null | null | false | [] | null | unrelated_in_commit | [
"CVE-2014-2706",
"CVE-2014-8709"
] | [
"CWE-200",
"CWE-362"
] | hub_fix_commit | source | prime_vul | 0.75 | false | +0.05 agreement of 5 datasets | null | [
{
"dataset": "bigvul_msr20",
"original_id": "row:35463",
"original_label": "0",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "crossvul_2.0",
"original_id": "good_2116_2::ieee80211_duration#0",
"o... | 6 | 5 | primevul | MIT (PrimeVul, Ding et al. ICSE'25) | train | primevul_official | {"primevul_hash": 309328237907511625743766044186435764685, "big_vul_idx": 35463} |
1cbb9aa1df541ab5182cd5b771e304c3bba8198907608af8c0137c4e2c1e6bdf | c | function | static void
xfs_inode_buf_read_verify(
struct xfs_buf *bp)
{
xfs_inode_buf_verify(bp, false);
} | 1cbb9aa1df541ab5182cd5b771e304c3bba8198907608af8c0137c4e2c1e6bdf | 701821fc920b127e4499b3893b2d3b1727d31ec80a69a3691bd9ad8aa67f697f | 1cbb9aa1df541ab5182cd5b771e304c3bba8198907608af8c0137c4e2c1e6bdf | 1 | true | false | torvalds/linux | https://github.com/torvalds/linux | 23fcb3340d033d9f081e21e6c12c2db7eaa541d3 | 2018-07-03 | cve_published | xfs_inode_buf.c | xfs_inode_buf_read_verify | 127 | 132 | false | [] | null | unrelated_in_commit | [
"CVE-2018-13095"
] | [
"CWE-476",
"CWE-787"
] | source | source | nvd_patch_commit | 0.5 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_214_1::xfs_inode_buf_read_verify#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
}
] | 1 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/torvalds/linux/commit/23fcb3340d033d9f081e21e6c12c2db7eaa541d3", "changed_units_in_commit": 2} | |
e5a9a33f93d3972aab400323d4243b56b0166a9390fd045cc1f7e46ca7c45aa3 | c | function | void
xfs_inode_to_disk(
struct xfs_inode *ip,
struct xfs_dinode *to,
xfs_lsn_t lsn)
{
struct xfs_icdinode *from = &ip->i_d;
struct inode *inode = VFS_I(ip);
to->di_magic = cpu_to_be16(XFS_DINODE_MAGIC);
to->di_onlink = 0;
to->di_version = from->di_version;
to->di_format = from->di_format;
to->di_uid = cpu... | e5a9a33f93d3972aab400323d4243b56b0166a9390fd045cc1f7e46ca7c45aa3 | 8627dc6ad18a6ef4f68d8354d71cdd136d36d9b063bfdb509375772578226c4d | 97801e1cba68e72b97ac371ea640ea0df3c36ae4f7f098ef919cdd8a0d8d74a3 | 2 | true | false | torvalds/linux | https://github.com/torvalds/linux | 23fcb3340d033d9f081e21e6c12c2db7eaa541d3 | 2018-07-03 | cve_published | xfs_inode_buf.c | xfs_inode_to_disk | 268 | 323 | false | [] | null | unrelated_in_commit | [
"CVE-2018-13095"
] | [
"CWE-476",
"CWE-787"
] | source | source | nvd_patch_commit | 0.5 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_214_1::xfs_inode_to_disk#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
}
] | 1 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/torvalds/linux/commit/23fcb3340d033d9f081e21e6c12c2db7eaa541d3", "changed_units_in_commit": 2} | |
26182fa845d39f1764e702d98d25e67f31096b951d84214b853a400e67eeaf71 | c | function | static int vc1_decode_intra_block(VC1Context *v, int16_t block[64], int n,
int coded, int mquant, int codingset)
{
GetBitContext *gb = &v->s.gb;
MpegEncContext *s = &v->s;
int dc_pred_dir = 0; /* Direction of the DC prediction used */
int i;
int16_t *dc_val = NULL;
... | 26182fa845d39f1764e702d98d25e67f31096b951d84214b853a400e67eeaf71 | 4696b256ab867871a07449be1d6f596544cfd7f91a31db49f1353b3a0237164f | 26182fa845d39f1764e702d98d25e67f31096b951d84214b853a400e67eeaf71 | 1 | true | false | ffmpeg/ffmpeg | https://github.com/FFmpeg/FFmpeg | d08d4a8c7387e758d439b0592782e4cfa2b4d6a4 | 2018-07-05 | cve_published | vc1_block.c | vc1_decode_intra_block | 905 | 1,110 | false | [] | null | unrelated_in_commit | [
"CVE-2018-13305"
] | [
"CWE-125"
] | source | source | nvd_patch_commit | 0.5 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_220_0::vc1_decode_intra_block#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
}
] | 1 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/FFmpeg/FFmpeg/commit/d08d4a8c7387e758d439b0592782e4cfa2b4d6a4", "changed_units_in_commit": 0} | |
aa6ddccf7b0e575db67cc54c6dc27b78bda36b35e77e64e8b2aa62224c6b1f82 | c_or_cpp | function | int dtls1_is_timer_expired(SSL *s)
{
struct timeval timeleft;
/* Get time left until timeout, return false if no timer running */
if (dtls1_get_timeout(s, &timeleft) == NULL) {
return 0;
}
/* Return false if timer is not expired yet */
if (timeleft.tv_sec > 0 || timeleft.tv_usec > 0) {... | aa6ddccf7b0e575db67cc54c6dc27b78bda36b35e77e64e8b2aa62224c6b1f82 | e2637fc7fec58832a6adced8596b4cdfd121b586f6f8df4fc617ea4cf5b8bcef | aa6ddccf7b0e575db67cc54c6dc27b78bda36b35e77e64e8b2aa62224c6b1f82 | 2 | true | true | openssl | https://git.openssl.org/?p=openssl.git | 819418110b6fff4a7b96f01a5d68f71df3e3b736 | 2015-03-19 | cve_published | null | null | null | null | false | [] | null | unrelated_in_commit | [
"CVE-2014-8176",
"CVE-2015-0207"
] | [
"CWE-119"
] | hub_fix_commit | null | prime_vul | 0.75 | false | +0.05 agreement of 5 datasets | null | [
{
"dataset": "bigvul_msr20",
"original_id": "row:46112",
"original_label": "0",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "bigvul_msr20",
"original_id": "row:6496",
"original_label": "0",
... | 7 | 5 | primevul | MIT (PrimeVul, Ding et al. ICSE'25) | train | primevul_official | {"primevul_hash": 181332459036851394206798146248704297263, "big_vul_idx": 6496} |
8800927553967a3e54aff6a2aba9efe76688c793354f6baf66f8565d9c2c368a | c_or_cpp | function | static int MP4_ReadBox_tsel( stream_t *p_stream, MP4_Box_t *p_box )
{
MP4_READBOX_ENTER( MP4_Box_data_tsel_t );
uint32_t i_version;
MP4_GET4BYTES( i_version );
if ( i_version != 0 || i_read < 4 )
MP4_READBOX_EXIT( 0 );
MP4_GET4BYTES( p_box->data.p_tsel->i_switch_group );
/* ignore list o... | 8800927553967a3e54aff6a2aba9efe76688c793354f6baf66f8565d9c2c368a | 05098dec8ac9fabb937640a0514d6306e1473d132cd5bb5b0d01ffa8da78cefd | 8800927553967a3e54aff6a2aba9efe76688c793354f6baf66f8565d9c2c368a | 1 | true | false | vlc | https://github.com/videolan/vlc | 2e7c7091a61aa5d07e7997b393d821e91f593c39 | 2020-01-24 | cve_published | null | null | null | null | false | [] | null | unrelated_in_commit | [
"CVE-2014-9626",
"CVE-2014-9627",
"CVE-2014-9628"
] | [
"CWE-120",
"CWE-191",
"CWE-704",
"CWE-787"
] | hub_fix_commit | hub_cve | prime_vul | 0.75 | false | +0.05 agreement of 4 datasets | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_2395_0::MP4_ReadBox_tsel#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "diversevul_20230702",
"original_id": "... | 4 | 4 | primevul | MIT (PrimeVul, Ding et al. ICSE'25) | train | primevul_official | {"primevul_hash": 118760230036196269275872640685288442472, "big_vul_idx": null} |
b3c4de09856a6d0e48109267296d12ed460376cb826b0276c4d315b19e333420 | c_or_cpp_header | function | static void
setup_environment (int argc,
char **argv,
int *argc_out,
char ***argv_out,
char ***argv_free,
char **env_free)
{
int n, i, i0;
char *p, *v = getenv("XDELTA");
if (v == NULL) {
(*argc_out) = argc;
(*argv_out) = argv;
(*argv_free) = NULL;
(*env_free) = NULL;
... | b3c4de09856a6d0e48109267296d12ed460376cb826b0276c4d315b19e333420 | 2553bb186513885a05faaaad2d07ed62dd74cab38a423c10b4006b1f9c61a6b7 | 012a55fd141493dad4823bea5254dfe193ed69f59f512ba832c08cc48df25b91 | 2 | false | false | jmacd/xdelta-devel | https://github.com/jmacd/xdelta-devel | ef93ff74203e030073b898c05e8b4860b5d09ef2 | 2016-04-19 | cve_published | xdelta3-main.h | setup_environment | 3,498 | 3,552 | false | [] | null | unrelated_in_commit | [
"CVE-2014-9765"
] | [
"CWE-119"
] | source | source | nvd_patch_commit | 0.5 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_2419_0::setup_environment#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
}
] | 1 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/jmacd/xdelta-devel/commit/ef93ff74203e030073b898c05e8b4860b5d09ef2", "changed_units_in_commit": 1} | |
7adfcfcb757ddd15a6e881b948e3bb424c3e995066f4a6828affe01ac304a3be | c_or_cpp | function | static void print_constraints(struct regulator_dev *rdev)
{
struct regulation_constraints *constraints = rdev->constraints;
char buf[80] = "";
int count = 0;
int ret;
if (constraints->min_uV && constraints->max_uV) {
if (constraints->min_uV == constraints->max_uV)
count += sprintf(buf + count, "%d mV ",
... | 7adfcfcb757ddd15a6e881b948e3bb424c3e995066f4a6828affe01ac304a3be | 275ae4fb388a7db49ee42b1a490691b1343dd2e0b9f15620e172f08654250e6f | 7adfcfcb757ddd15a6e881b948e3bb424c3e995066f4a6828affe01ac304a3be | 1 | true | false | linux | https://git.kernel.org/cgit/linux/kernel/git/torvalds/linux | 60a2362f769cf549dc466134efe71c8bf9fbaaba | 2017-05-02 | cve_published | null | null | null | null | false | [] | null | unrelated_in_commit | [
"CVE-2014-9940"
] | [
"CWE-416"
] | hub_fix_commit | source | prime_vul | 0.75 | false | +0.05 agreement of 4 datasets | null | [
{
"dataset": "bigvul_msr20",
"original_id": "row:74472",
"original_label": "0",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "crossvul_2.0",
"original_id": "good_2440_0::print_constraints#0",
"or... | 4 | 4 | primevul | MIT (PrimeVul, Ding et al. ICSE'25) | train | primevul_official | {"primevul_hash": 149302012059643897747796932481865903632, "big_vul_idx": 74472} |
b2b8ff806bc4f85cba9af105a617fbeca2ddc1d6f2ea4ec6d0615b43b1193a17 | c | function | RsvgNode *
rsvg_new_filter_primitive_image (const char *element_name, RsvgNode *parent)
{
RsvgFilterPrimitiveImage *filter;
filter = g_new0 (RsvgFilterPrimitiveImage, 1);
filter->super.in = g_string_new ("none");
filter->super.result = g_string_new ("none");
filter->super.render = rsvg_filter_primi... | b2b8ff806bc4f85cba9af105a617fbeca2ddc1d6f2ea4ec6d0615b43b1193a17 | f73d03866a31a5e0940ed0a5777d20f62defa1f6a7ad160db310f610e6de2826 | b2b8ff806bc4f85cba9af105a617fbeca2ddc1d6f2ea4ec6d0615b43b1193a17 | 2 | false | false | gnome/librsvg | https://github.com/GNOME/librsvg | ecf9267a24b2c3c0cd211dbdfa9ef2232511972a | 2017-07-19 | cve_published | rsvg-filter.c | rsvg_new_filter_primitive_image | 4,079 | 4,097 | false | [] | null | unrelated_in_commit | [
"CVE-2017-11464"
] | [
"CWE-369"
] | source | source | nvd_patch_commit | 0.5 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_2580_0::rsvg_new_filter_primitive_image#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
}
] | 1 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/GNOME/librsvg/commit/ecf9267a24b2c3c0cd211dbdfa9ef2232511972a", "changed_units_in_commit": 2} | |
5c5f03d348634f15fc222b30da6e12c9359436d41eca835334e548bc77412d8c | c | function | void
vrrp_print(netdissect_options *ndo,
register const u_char *bp, register u_int len,
register const u_char *bp2, int ttl)
{
int version, type, auth_type = VRRP_AUTH_NONE; /* keep compiler happy */
const char *type_s;
ND_TCHECK(bp[0]);
version = (bp[0] & 0xf0) >> 4;
type = bp[0] & 0x0f;
t... | 5c5f03d348634f15fc222b30da6e12c9359436d41eca835334e548bc77412d8c | 2a97951a2b9a51ded9b0929984c6cdbd5bff66f71281818b1b5a0de8dd7670a7 | 1ee1082efdb46b05f5d15bb1ff90840bff90628b15dc59c25026e932ae1d2752 | 5 | false | false | the-tcpdump-group/tcpdump | https://github.com/the-tcpdump-group/tcpdump | 3de07c772166b7e8e8bb4b9d1d078f1d901b570b | 2019-10-03 | cve_published | print-vrrp.c | vrrp_print | 105 | 185 | false | [] | 1086ce2cd70f7b262eb9c6a8a3cd486e | fix | [
"CVE-2018-14463"
] | [
"CWE-125"
] | source | source | nvd_patch_commit | 0.6 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_261_0::vrrp_print#0",
"original_label": "good",
"label_source": "nvd_patch_commit",
"label_confidence": 0.6000000238418579,
"is_vulnerable": false,
"source_split": null
}
] | 1 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/the-tcpdump-group/tcpdump/commit/3de07c772166b7e8e8bb4b9d1d078f1d901b570b", "changed_units_in_commit": 4} | |
28639bf17385da893689bf9665224484c6842e51c26a4eff4359f1e1edea496f | c | function | static void
prot_print(netdissect_options *ndo,
register const u_char *bp, int length)
{
unsigned long i;
int pt_op;
if (length <= (int)sizeof(struct rx_header))
return;
if (ndo->ndo_snapend - bp + 1 <= (int)(sizeof(struct rx_header) + sizeof(int32_t))) {
goto trunc;
}
/*
* Print out the afs c... | 28639bf17385da893689bf9665224484c6842e51c26a4eff4359f1e1edea496f | d42e67b103990c2bfd2ea86e29bedc48d049b090d9dbe8d09707762097d119f7 | 28639bf17385da893689bf9665224484c6842e51c26a4eff4359f1e1edea496f | 2 | false | false | the-tcpdump-group/tcpdump | https://github.com/the-tcpdump-group/tcpdump | c24922e692a52121e853a84ead6b9337f4c08a94 | 2019-10-03 | cve_published | print-rx.c | prot_print | 1,354 | 1,492 | false | [] | null | unrelated_in_commit | [
"CVE-2017-13049",
"CVE-2018-14466"
] | [
"CWE-125"
] | source | source | nvd_patch_commit | 0.5 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_264_0::prot_print#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "crossvul_2.0",
"original_id": "good_2725_0::p... | 2 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/the-tcpdump-group/tcpdump/commit/c24922e692a52121e853a84ead6b9337f4c08a94", "changed_units_in_commit": 5} | |
7f60ce6f68f1dbdbec436fb31b83e83cc1c6e320c77f1c4f661cc55519920d57 | c | function | int
unaligned_memcmp(const void *p, const void *q, size_t l)
{
return (memcmp(p, q, l));
} | 7f60ce6f68f1dbdbec436fb31b83e83cc1c6e320c77f1c4f661cc55519920d57 | 8f507a3a5be910cb14cba76c8d83c9ba96ea2e85aaf8440dd44fbc0a511f7a3f | 7f60ce6f68f1dbdbec436fb31b83e83cc1c6e320c77f1c4f661cc55519920d57 | 2 | false | false | the-tcpdump-group/tcpdump | https://github.com/the-tcpdump-group/tcpdump | 9f0730bee3eb65d07b49fd468bc2f269173352fe | 2017-09-14 | cve_published | util-print.c | unaligned_memcmp | 947 | 951 | false | [] | null | unrelated_in_commit | [
"CVE-2017-13011"
] | [
"CWE-119"
] | source | source | nvd_patch_commit | 0.5 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_2686_3::unaligned_memcmp#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
}
] | 1 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/the-tcpdump-group/tcpdump/commit/9f0730bee3eb65d07b49fd468bc2f269173352fe", "changed_units_in_commit": 4} | |
ce0f59529b17f12511ac5b5e733669b733696ec8ea0d14da97e7e67866ceb9ab | c | function | static void
activation_mountable_started (NautilusFile *file,
GFile *gfile_of_file,
GError *error,
gpointer callback_data)
{
ActivateParameters *parameters = callback_data;
LaunchLocation *location;
... | ce0f59529b17f12511ac5b5e733669b733696ec8ea0d14da97e7e67866ceb9ab | 97c4b7a6f2a107116e6a5f6a869bbf9c6208293f88f8d8ebe851b5c6f5fa6f0f | 0e02506068be4ea6f14c6fd3c9e3efd0f549265b7c6c561be605cb4193b7f2ab | 3 | false | false | gnome/nautilus | https://github.com/GNOME/nautilus | 1630f53481f445ada0a455e9979236d31a8d3bb0 | 2017-09-20 | cve_published | nautilus-mime-actions.c | activation_mountable_started | 2,333 | 2,390 | false | [] | null | unrelated_in_commit | [
"CVE-2017-14604"
] | [
"CWE-20"
] | source | source | nvd_patch_commit | 0.5 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_2802_5::activation_mountable_started#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
}
] | 1 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/GNOME/nautilus/commit/1630f53481f445ada0a455e9979236d31a8d3bb0", "changed_units_in_commit": 14} | |
c9ab2c45b6efdcf092c03a86d83ff21519b392996d2cf88f9f1a77a64d65b3fa | c_or_cpp | function | ushort CLASS get2()
{
uchar str[2] = { 0xff,0xff };
fread (str, 1, 2, ifp);
return sget2(str);
}
| c9ab2c45b6efdcf092c03a86d83ff21519b392996d2cf88f9f1a77a64d65b3fa | e70685f99101e640cf73dbe9dd16859fac90a040daa8b300fa23072dbe739bad | 1b4f13e9811cc08b70598edb4cbf6b6773b23d1b0d89081ec69da0632f4a4e9a | 3 | false | false | rawstudio | https://github.com/rawstudio/rawstudio | 983bda1f0fa5fa86884381208274198a620f006e | 2015-05-19 | cve_published | null | null | null | null | false | [] | null | unrelated_in_commit | [
"CVE-2013-1439",
"CVE-2015-3885",
"CVE-2017-14608",
"CVE-2018-5800",
"CVE-2018-5801",
"CVE-2018-5802",
"CVE-2018-5804",
"CVE-2018-5805",
"CVE-2018-5806",
"CVE-2018-5807",
"CVE-2018-5808",
"CVE-2018-5809",
"CVE-2018-5810",
"CVE-2018-5811",
"CVE-2018-5812",
"CVE-2018-5815",
"CVE-2018-5... | [
"CWE-119",
"CWE-125",
"CWE-189",
"CWE-190",
"CWE-193",
"CWE-369",
"CWE-476",
"CWE-703",
"CWE-704",
"CWE-787"
] | hub_fix_commit | source | prime_vul | 0.75 | false | +0.05 agreement of 5 datasets | null | [
{
"dataset": "bigvul_msr20",
"original_id": "row:43282",
"original_label": "0",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "crossvul_2.0",
"original_id": "good_1605_2::get2#0",
"original_label"... | 21 | 5 | primevul | MIT (PrimeVul, Ding et al. ICSE'25) | train | primevul_official | {"primevul_hash": 107825992608556380520823495526620606170, "big_vul_idx": 43282} |
d828fb85c9723dcbaff55e1be5828b374b7409431ed9faf256bbca4c6771c823 | c | function | ushort CLASS sget2(uchar *s)
{
if (order == 0x4949) /* "II" means little-endian */
return s[0] | s[1] << 8;
else /* "MM" means big-endian */
return s[0] << 8 | s[1];
} | d828fb85c9723dcbaff55e1be5828b374b7409431ed9faf256bbca4c6771c823 | 8297f8acf72152a4d887c9d5b70a8b497cb317281de8d417a1023b2b2a48e6d2 | 71cea11a65c94c41c7491c0fe65f5672a94d4cf0818f6990462be0fee9f1be62 | 2 | false | false | libraw/libraw | https://github.com/LibRaw/LibRaw | f1394822a0152ceed77815eafa5cac4e8baab10a | 2018-12-07 | cve_published | dcraw.c | sget2 | 434 | 440 | false | [] | null | unrelated_in_commit | [
"CVE-2017-16909",
"CVE-2017-16910",
"CVE-2017-6886",
"CVE-2017-6887",
"CVE-2018-10529",
"CVE-2018-5800",
"CVE-2018-5801",
"CVE-2018-5813"
] | [
"CWE-119",
"CWE-125",
"CWE-193",
"CWE-476",
"CWE-787",
"CWE-835"
] | source | source | nvd_patch_commit | 0.55 | false | +0.05 agreement of 3 datasets | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_2945_0::sget2#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "crossvul_2.0",
"original_id": "good_2945_1::sget2... | 16 | 3 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/LibRaw/LibRaw/commit/f1394822a0152ceed77815eafa5cac4e8baab10a", "changed_units_in_commit": 4} |
34517997f8eae02b8b4ce1e7a6323450128ebe2f4393718f43dc165f1616e1e6 | c | function | static void __init i8042_register_ports(void)
{
int i;
for (i = 0; i < I8042_NUM_PORTS; i++) {
struct serio *serio = i8042_ports[i].serio;
if (serio) {
printk(KERN_INFO "serio: %s at %#lx,%#lx irq %d\n",
serio->name,
(unsigned long) I8042_DATA_REG,
(unsigned long) I8042_COMMAND_REG,
i8042_por... | 34517997f8eae02b8b4ce1e7a6323450128ebe2f4393718f43dc165f1616e1e6 | 2da82bb2ab7ebe66e1f73ea23d3fafe6773804f9a096ce5a58e212911ef6fae8 | 0d26ca821d0b684b3008210dad16bd799b00902b7f9b121305f466e9cc48da4b | 2 | true | false | torvalds/linux | https://github.com/torvalds/linux | 340d394a789518018f834ff70f7534fc463d3226 | 2018-01-29 | cve_published | i8042.c | i8042_register_ports | 1,388 | 1,405 | false | [] | null | unrelated_in_commit | [
"CVE-2017-18079"
] | [
"CWE-476"
] | source | source | nvd_patch_commit | 0.55 | false | +0.05 agreement of 2 datasets | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_3000_0::i8042_register_ports#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "diversevul_20230702",
"original_id... | 2 | 2 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/torvalds/linux/commit/340d394a789518018f834ff70f7534fc463d3226", "changed_units_in_commit": 3} |
21de4244cdcea79cfa56caefd50d2d34d18694414825fab3f8336fc1ea52530d | c_or_cpp | function | static inline struct f2fs_sb_info *F2FS_P_SB(struct page *page)
{
return F2FS_M_SB(page->mapping);
} | 21de4244cdcea79cfa56caefd50d2d34d18694414825fab3f8336fc1ea52530d | 43a858d474bca232b7de11ce834da384692a92fa865effa05369999bfa94ccd7 | 21de4244cdcea79cfa56caefd50d2d34d18694414825fab3f8336fc1ea52530d | 1 | true | false | linux | https://github.com/torvalds/linux | 4969c06a0d83c9c3dc50b8efcdc8eeedfce896f6 | 2019-12-17 | cve_published | null | null | null | null | true | [] | cfc2667f0dfcaf6b9c9f7df08521be24 | vuln | [
"CVE-2017-18200",
"CVE-2019-19815"
] | [
"CWE-20",
"CWE-476"
] | hub_fix_commit | hub_cve | prime_vul | 0.65 | true | conflict: winner 0.9 vs loser 0.5 -> conf = win - 0.5*lose | null | [
{
"dataset": "crossvul_2.0",
"original_id": "bad_1317_1::F2FS_P_SB#0",
"original_label": "bad",
"label_source": "nvd_patch_commit",
"label_confidence": 0.6499999761581421,
"is_vulnerable": true,
"source_split": null
},
{
"dataset": "crossvul_2.0",
"original_id": "good_3012_0:... | 6 | 5 | primevul | MIT (PrimeVul, Ding et al. ICSE'25) | train | primevul_official | {"primevul_hash": 215750456112149584069106821456675539791, "big_vul_idx": null} |
59c4411c5c8d84a12f74c9bed4da0c36f9b188509dce5ad9f30b0499c679b062 | c | function | static gid_t
add_supp_group(const char *name, gid_t **groups, size_t *ngroups)
{
struct group *gr;
if (*ngroups >= NGROUPS_MAX)
errx(EXIT_FAILURE,
P_("specifying more than %d supplemental group is not possible",
"specifying more than %d supplemental groups is not possible",
NGROUPS_MAX - 1), NGROUPS... | 59c4411c5c8d84a12f74c9bed4da0c36f9b188509dce5ad9f30b0499c679b062 | 71f6499eaeab85636c5fd2e8783cf077e2bd6abb8c5c05722785b8acdb90da9c | 59c4411c5c8d84a12f74c9bed4da0c36f9b188509dce5ad9f30b0499c679b062 | 2 | false | false | karelzak/util-linux | https://github.com/karelzak/util-linux | dffab154d29a288aa171ff50263ecc8f2e14a891 | 2018-07-27 | cve_published | su-common.c | add_supp_group | 747 | 767 | false | [] | null | unrelated_in_commit | [
"CVE-2017-2616"
] | [
"CWE-267",
"CWE-362"
] | source | source | nvd_patch_commit | 0.5 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_3059_0::add_supp_group#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
}
] | 1 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/karelzak/util-linux/commit/dffab154d29a288aa171ff50263ecc8f2e14a891", "changed_units_in_commit": 1} | |
ff5a10f4767e20078406901033871143e23851beb2d93533bde0a716a5b4bdec | c | function | const char *FS_ReferencedPakChecksums( void ) {
static char info[BIG_INFO_STRING];
searchpath_t *search;
info[0] = 0;
for ( search = fs_searchpaths ; search ; search = search->next ) {
// is the element a pak file?
if ( search->pack ) {
if (search->pack->referenced || Q_stricmpn(search->pack->pakGamename,... | ff5a10f4767e20078406901033871143e23851beb2d93533bde0a716a5b4bdec | 32504f12450caf9a284309d314346e20e1b519db0416bbb5ec62e0b25534af27 | 011d5cc2e4d99dd31a147ad511c47ddf531ba169297c21d885bb61ac8e7e0505 | 2 | true | false | ioquake/ioq3 | https://github.com/ioquake/ioq3 | 376267d534476a875d8b9228149c4ee18b74a4fd | 2017-03-14 | cve_published | files.c | FS_ReferencedPakChecksums | 3,708 | 3,725 | false | [] | cbf34b00db645cb8a5b801698ca0d381 | fix | [
"CVE-2017-6903"
] | [
"CWE-254",
"CWE-269"
] | source | source | nvd_patch_commit | 0.65 | false | +0.05 agreement of 4 datasets | null | [
{
"dataset": "bigvul_msr20",
"original_id": "row:96051",
"original_label": "0",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "crossvul_2.0",
"original_id": "good_3228_1::FS_ReferencedPakChecksums#0",... | 4 | 4 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/ioquake/ioq3/commit/376267d534476a875d8b9228149c4ee18b74a4fd", "changed_units_in_commit": 211} |
f972db8a89726c9df39803f7e83ae0516bd313615b8d5788365dc494024db03a | cpp | function | void CL_InitServerInfo( serverInfo_t *server, netadr_t *address ) {
server->adr = *address;
server->clients = 0;
server->hostName[0] = '\0';
server->mapName[0] = '\0';
server->maxClients = 0;
server->maxPing = 0;
server->minPing = 0;
server->netType = 0;
server->needPassword = qfalse;
server->trueJedi = 0;
s... | f972db8a89726c9df39803f7e83ae0516bd313615b8d5788365dc494024db03a | 76405b0e1ddad4d81dee997787ddfe662c035b4420107c813a61b01509d87082 | f972db8a89726c9df39803f7e83ae0516bd313615b8d5788365dc494024db03a | 1 | true | false | jacoders/openjk | https://github.com/JACoders/OpenJK | 8956a35e7b91c4a0dd1fa6db1d28c7f0efbab2d7 | 2017-03-14 | cve_published | cl_main.cpp | CL_InitServerInfo | 1,647 | 1,664 | false | [] | null | unrelated_in_commit | [
"CVE-2017-6903"
] | [
"CWE-269"
] | source | source | nvd_patch_commit | 0.5 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_3234_2::CL_InitServerInfo#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
}
] | 1 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/JACoders/OpenJK/commit/8956a35e7b91c4a0dd1fa6db1d28c7f0efbab2d7", "changed_units_in_commit": 5} | |
18fcce3b6731384a870f904ea5f0338481df85f0b30ba7ad3ed539d21d141a67 | c | function | int mg_dns_copy_questions(struct mbuf *io, struct mg_dns_message *msg) {
unsigned char *begin, *end;
struct mg_dns_resource_record *last_q;
if (msg->num_questions <= 0) return 0;
begin = (unsigned char *) msg->pkt.p + sizeof(struct mg_dns_header);
last_q = &msg->questions[msg->num_questions - 1];
end = (uns... | 18fcce3b6731384a870f904ea5f0338481df85f0b30ba7ad3ed539d21d141a67 | a5c8105ddcefc030e0e6436d001b4977b96bfdd5d260fd5b790d33feff43b005 | 18fcce3b6731384a870f904ea5f0338481df85f0b30ba7ad3ed539d21d141a67 | 1 | true | false | cesanta/mongoose | https://github.com/cesanta/mongoose | b8402ed0733e3f244588b61ad5fedd093e3cf9cc | 2017-04-10 | cve_published | mongoose.c | mg_dns_copy_questions | 10,335 | 10,343 | false | [] | null | unrelated_in_commit | [
"CVE-2017-7185",
"CVE-2019-12951"
] | [
"CWE-119",
"CWE-416",
"CWE-787"
] | source | source | nvd_patch_commit | 0.5 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_3242_0::mg_dns_copy_questions#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "crossvul_2.0",
"original_id": "go... | 3 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/cesanta/mongoose/commit/b8402ed0733e3f244588b61ad5fedd093e3cf9cc", "changed_units_in_commit": 1} | |
6d600d1e3e4ba4cd32296129c038c40612a1f477fc0df9a34f1d9bddac74e615 | c_or_cpp | function | int pskb_expand_head(struct sk_buff *skb, int nhead, int ntail,
gfp_t gfp_mask)
{
int i, osize = skb_end_offset(skb);
int size = osize + nhead + ntail;
long off;
u8 *data;
BUG_ON(nhead < 0);
if (skb_shared(skb))
BUG();
size = SKB_DATA_ALIGN(size);
if (skb_pfmemalloc(skb))
gfp_mask |= __GFP_MEMALL... | 6d600d1e3e4ba4cd32296129c038c40612a1f477fc0df9a34f1d9bddac74e615 | aed4ab1f5335143ef199dea10050f9e30ff7875525d872692c1ab2c99fd56031 | 11d31b488e4a9ded520aa0a1324282601fc9ce0e96bb277708148e7a80d03c8d | 3 | true | false | linux | https://git.kernel.org/cgit/linux/kernel/git/torvalds/linux | 8605330aac5a5785630aec8f64378a54891937cc | 2017-03-28 | cve_published | null | null | null | null | false | [] | null | unrelated_in_commit | [
"CVE-2017-7277"
] | [
"CWE-125"
] | hub_fix_commit | source | prime_vul | 0.75 | false | +0.05 agreement of 3 datasets | null | [
{
"dataset": "bigvul_msr20",
"original_id": "row:67684",
"original_label": "0",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "crossvul_2.0",
"original_id": "good_3254_1::pskb_expand_head#0",
"ori... | 4 | 3 | primevul | MIT (PrimeVul, Ding et al. ICSE'25) | train | primevul_official | {"primevul_hash": 3798744325767942625049763617208181720, "big_vul_idx": 67684} |
44af1382a13d216446faf41fdfb1d1c8f06d23de1d937e60d110abba018fcea7 | c_or_cpp | function | static int __meminit save_mr(struct map_range *mr, int nr_range,
unsigned long start_pfn, unsigned long end_pfn,
unsigned long page_size_mask)
{
if (start_pfn < end_pfn) {
if (nr_range >= NR_RANGE_MR)
panic("run out of range for init_memory_mapping\n");
mr[nr_range].start = start_pfn<<PAGE_SHIFT... | 44af1382a13d216446faf41fdfb1d1c8f06d23de1d937e60d110abba018fcea7 | fc729fe2995cd6f10e3cecca20d42e2933e35563a16dcdffffbe81effc5195fc | 44af1382a13d216446faf41fdfb1d1c8f06d23de1d937e60d110abba018fcea7 | 2 | true | false | linux | https://git.kernel.org/cgit/linux/kernel/git/torvalds/linux | a4866aa812518ed1a37d8ea0c881dc946409de94 | 2017-04-17 | cve_published | null | null | null | null | false | [] | null | unrelated_in_commit | [
"CVE-2017-7889"
] | [
"CWE-200",
"CWE-732"
] | hub_fix_commit | source | prime_vul | 0.75 | false | +0.05 agreement of 4 datasets | null | [
{
"dataset": "bigvul_msr20",
"original_id": "row:66868",
"original_label": "0",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "crossvul_2.0",
"original_id": "good_3304_0::save_mr#0",
"original_lab... | 4 | 4 | primevul | MIT (PrimeVul, Ding et al. ICSE'25) | train | primevul_official | {"primevul_hash": 79088226435166374473015081186483037749, "big_vul_idx": 66868} |
3bfed8314d4e2739dbfd8989a43cd600c3d2c66ad1b688b0717deb407cb2118b | c | function | static inline void gen_op_movl_T0_Dshift(TCGMemOp ot)
{
tcg_gen_ld32s_tl(cpu_T0, cpu_env, offsetof(CPUX86State, df));
tcg_gen_shli_tl(cpu_T0, cpu_T0, ot);
} | 3bfed8314d4e2739dbfd8989a43cd600c3d2c66ad1b688b0717deb407cb2118b | e0b28eb6c1f21f1b085fcd901087adb839a664ac8501df0a59a041286b4ccb38 | 3bfed8314d4e2739dbfd8989a43cd600c3d2c66ad1b688b0717deb407cb2118b | 2 | false | false | qemu/qemu | https://github.com/qemu/qemu | 30663fd26c0307e414622c7a8607fbc04f92ec14 | 2017-04-26 | cve_published | translate.c | gen_op_movl_T0_Dshift | 509 | 513 | false | [] | null | unrelated_in_commit | [
"CVE-2017-8284"
] | [
"CWE-94"
] | source | source | nvd_patch_commit | 0.5 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_3326_0::gen_op_movl_T0_Dshift#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
}
] | 1 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/qemu/qemu/commit/30663fd26c0307e414622c7a8607fbc04f92ec14", "changed_units_in_commit": 1} | |
d66dbf6ea06f956a77cb09699ceb1d173e894580c947736acf66d087ea69fa24 | c | function | LIBETPAN_EXPORT
int mailimf_char_parse(const char * message, size_t length,
size_t * indx, char token)
{
size_t cur_token;
cur_token = * indx;
if (cur_token >= length)
return MAILIMF_ERROR_PARSE;
if (message[cur_token] == token) {
cur_token ++;
* indx = cur_token;
return MAILIMF_NO_E... | d66dbf6ea06f956a77cb09699ceb1d173e894580c947736acf66d087ea69fa24 | 17ee54f428d65c6fa238a23c0d81babc8408f11aecfbb6ceb829899257468c64 | 398fe9a30d3659cf815796dc28d2dadf2a1a1170e54fabffe57ea0dcbb0ae386 | 2 | false | false | dinhviethoa/libetpan | https://github.com/dinhviethoa/libetpan | 1fe8fbc032ccda1db9af66d93016b49c16c1f22d | 2017-05-08 | cve_published | mailimf.c | mailimf_char_parse | 354 | 372 | false | [] | null | unrelated_in_commit | [
"CVE-2017-8825"
] | [
"CWE-476"
] | source | source | nvd_patch_commit | 0.5 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_3338_0::mailimf_char_parse#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
}
] | 1 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/dinhviethoa/libetpan/commit/1fe8fbc032ccda1db9af66d93016b49c16c1f22d", "changed_units_in_commit": 1} | |
71560df4bae858b9fdbc4a4d3050943a4b8c75b5e5bfd12f3cd740fe53685cc2 | c | function | static IW_INLINE unsigned int get_raw_sample_4(struct iw_context *ctx,
int x, int y)
{
unsigned short tmpui8;
tmpui8 = ctx->img1.pixels[y*ctx->img1.bpr + x/2];
if(x&0x1)
tmpui8 = tmpui8&0x0f;
else
tmpui8 = tmpui8>>4;
return tmpui8;
} | 71560df4bae858b9fdbc4a4d3050943a4b8c75b5e5bfd12f3cd740fe53685cc2 | b6c6fce6f12237d5d535b64050a28f2dae68995de149a16a7b1fc29963da801d | 37da33e544acccbe889f0df05345beaebccbd0a9b843ccc61f024762ab4408e0 | 2 | true | false | jsummers/imageworsener | https://github.com/jsummers/imageworsener | a4f247707f08e322f0b41e82c3e06e224240a654 | 2017-05-23 | cve_published | imagew-main.c | get_raw_sample_4 | 156 | 166 | false | [] | null | unrelated_in_commit | [
"CVE-2017-9203"
] | [
"CWE-787"
] | source | source | nvd_patch_commit | 0.55 | false | +0.05 agreement of 2 datasets | null | [
{
"dataset": "bigvul_msr20",
"original_id": "row:64910",
"original_label": "0",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "crossvul_2.0",
"original_id": "good_3368_1::get_raw_sample_4#0",
"ori... | 2 | 2 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/jsummers/imageworsener/commit/a4f247707f08e322f0b41e82c3e06e224240a654", "changed_units_in_commit": 2} |
385c92434370bc71c39c11a398bc0e4cdd0e142b5422229d146b22fcff187158 | c | function | void
mono_reflection_get_dynamic_overrides (MonoClass *klass, MonoMethod ***overrides, int *num_overrides)
{
MonoReflectionTypeBuilder *tb;
int i, onum;
*overrides = NULL;
*num_overrides = 0;
g_assert (klass->image->dynamic);
if (!mono_class_get_ref_info (klass))
return;
g_assert (strcmp (((MonoObject*)mon... | 385c92434370bc71c39c11a398bc0e4cdd0e142b5422229d146b22fcff187158 | 5a4d80cab97cdf231b472f194620c28f39b53a6a9599946cced5a3eab199774a | 299f346f2ff0997a7cfaf6ce2de2be0671bea0f6cd0ff88d1cdb9d1f1ec629f1 | 4 | false | false | mono/mono | https://github.com/mono/mono | 89d1455a80ef13cddee5d79ec00c06055da3085c | 2011-04-13 | cve_published | reflection.c | mono_reflection_get_dynamic_overrides | 10,870 | 10,917 | false | [] | null | unrelated_in_commit | [
"CVE-2010-4254",
"CVE-2011-0991"
] | [
"CWE-20",
"CWE-399"
] | source | source | nvd_patch_commit | 0.5 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_3432_3::mono_reflection_get_dynamic_overrides#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "crossvul_2.0",
"o... | 3 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/mono/mono/commit/89d1455a80ef13cddee5d79ec00c06055da3085c", "changed_units_in_commit": 7} | |
851446d47f26a61b35bb0d46bc9f95ed2e6af765d83cc8b597a97d53ad21577e | c_or_cpp | function | static int pmcraid_netlink_init(void)
{
int result;
result = genl_register_family(&pmcraid_event_family);
if (result)
return result;
pmcraid_info("registered NETLINK GENERIC group: %d\n",
pmcraid_event_family.id);
return result;
}
| 851446d47f26a61b35bb0d46bc9f95ed2e6af765d83cc8b597a97d53ad21577e | e1d886907be5d6ce5b8caa0d9362a91ddd2fc71e3f1435974650994e841a6527 | 604796c6b64d92eb6b696a378dbec590ff1389a70a8818c57161f35d4212ee61 | 2 | true | false | linux | https://git.kernel.org/?p=linux/kernel/git/torvalds/linux-2.6.git | b5b515445f4f5a905c5dd27e6e682868ccd6c09d | 2012-05-24 | cve_published | null | null | null | null | false | [] | null | unrelated_in_commit | [
"CVE-2011-2906"
] | [
"CWE-189",
"CWE-400"
] | hub_fix_commit | source | prime_vul | 0.75 | false | +0.05 agreement of 3 datasets | null | [
{
"dataset": "bigvul_msr20",
"original_id": "row:26473",
"original_label": "0",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "crossvul_2.0",
"original_id": "good_3484_0::pmcraid_netlink_init#0",
... | 3 | 3 | primevul | MIT (PrimeVul, Ding et al. ICSE'25) | train | primevul_official | {"primevul_hash": 13168064718798480604343167898048293369, "big_vul_idx": 26473} |
c64cec96991becbaa0eab28fb06aad56d9b828c683f970b3f1f15ebe8f22480b | c_or_cpp | function | int setup_allrouters_membership(struct Interface *iface)
{
struct ipv6_mreq mreq;
memset(&mreq, 0, sizeof(mreq));
mreq.ipv6mr_interface = iface->if_index;
/* ipv6-allrouters: ff02::2 */
mreq.ipv6mr_multiaddr.s6_addr32[0] = htonl(0xFF020000);
mreq.ipv6mr_multiaddr.s6_addr32[3] = htonl(0x2);
if (setsockopt(sock... | c64cec96991becbaa0eab28fb06aad56d9b828c683f970b3f1f15ebe8f22480b | 492221624b2792cd38fdb75144143196520031c23a495cf2addfe56f0379be3e | c64cec96991becbaa0eab28fb06aad56d9b828c683f970b3f1f15ebe8f22480b | 1 | true | false | radvd | https://github.com/reubenhwk/radvd | 92e22ca23e52066da2258df8c76a2dca8a428bcc | 2014-04-27 | cve_published | null | null | null | null | false | [] | null | unrelated_in_commit | [
"CVE-2011-3602"
] | [
"CWE-22"
] | hub_fix_commit | source | prime_vul | 0.75 | false | +0.05 agreement of 4 datasets | null | [
{
"dataset": "bigvul_msr20",
"original_id": "row:41243",
"original_label": "0",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "crossvul_2.0",
"original_id": "good_3514_0::setup_allrouters_membership#0... | 4 | 4 | primevul | MIT (PrimeVul, Ding et al. ICSE'25) | train | primevul_official | {"primevul_hash": 298760388775973907326417478171132051616, "big_vul_idx": 41243} |
7ffb1b0536646565d7d780831af96c6009ecf5ef3b6939ce2938914990a59194 | c | function | static int nfs4_proc_setlk(struct nfs4_state *state, int cmd, struct file_lock *request)
{
struct nfs4_exception exception = { };
int err;
do {
err = _nfs4_proc_setlk(state, cmd, request);
if (err == -NFS4ERR_DENIED)
err = -EAGAIN;
err = nfs4_handle_exception(NFS_SERVER(state->inode),
err, &exception);... | 7ffb1b0536646565d7d780831af96c6009ecf5ef3b6939ce2938914990a59194 | 87add371763658309d61f0280f0925e8a52b84f75146ba08a8a5059af89711f7 | 04c9d393c26d7d1556e77a0b2f8713b044abc6f92d8aed84b8349a2c693a92fc | 6 | false | false | torvalds/linux | https://github.com/torvalds/linux | bf118a342f10dafe44b14451a1392c3254629a1f | 2012-05-17 | cve_published | nfs4proc.c | nfs4_proc_setlk | 4,523 | 4,536 | false | [] | null | unrelated_in_commit | [
"CVE-2011-4131"
] | [
"CWE-189",
"CWE-703"
] | source | source | nvd_patch_commit | 0.55 | false | +0.05 agreement of 3 datasets | null | [
{
"dataset": "bigvul_msr20",
"original_id": "row:23235",
"original_label": "0",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "crossvul_2.0",
"original_id": "good_3527_0::nfs4_proc_setlk#0",
"orig... | 3 | 3 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/torvalds/linux/commit/bf118a342f10dafe44b14451a1392c3254629a1f", "changed_units_in_commit": 6} |
a5c59a48831130af9fac7e18fe47c4e8718944722298a41099635c36e4df0779 | c | function | int do_migrate_pages(struct mm_struct *mm,
const nodemask_t *from_nodes, const nodemask_t *to_nodes, int flags)
{
return -ENOSYS;
} | a5c59a48831130af9fac7e18fe47c4e8718944722298a41099635c36e4df0779 | 3bf5fc643e687554b2e8cc2636ec38c909318453f7278111ae215a94ac3df3a7 | a5c59a48831130af9fac7e18fe47c4e8718944722298a41099635c36e4df0779 | 1 | true | false | torvalds/linux | https://github.com/torvalds/linux | 4a1d704194a441bf83c636004a479e01360ec850 | 2012-05-17 | cve_published | mempolicy.c | do_migrate_pages | 1,075 | 1,079 | false | [] | 4b0142202cd931c4c749fd4e88203ab7 | fix | [
"CVE-2012-1179"
] | [
"CWE-264"
] | source | source | nvd_patch_commit | 0.65 | false | +0.05 agreement of 3 datasets | null | [
{
"dataset": "bigvul_msr20",
"original_id": "row:21306",
"original_label": "0",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "crossvul_2.0",
"original_id": "good_3604_5::do_migrate_pages#1",
"ori... | 3 | 3 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/torvalds/linux/commit/4a1d704194a441bf83c636004a479e01360ec850", "changed_units_in_commit": 522} |
fe1c1e876c66914aa6bf78b260ccf2bb2ce33c687d51d0a0f3ea4b3aefa7922b | c | function | static int kvm_vm_ioctl_set_irqchip(struct kvm *kvm, struct kvm_irqchip *chip)
{
int r;
r = 0;
switch (chip->chip_id) {
case KVM_IRQCHIP_IOAPIC:
r = kvm_set_ioapic(kvm, &chip->chip.ioapic);
break;
default:
r = -EINVAL;
break;
}
return r;
} | fe1c1e876c66914aa6bf78b260ccf2bb2ce33c687d51d0a0f3ea4b3aefa7922b | 1b3da257d70ba7ebc038e78b3bf8d8a1bf6576cf9c44b1b93693c9961bcf1210 | fe1c1e876c66914aa6bf78b260ccf2bb2ce33c687d51d0a0f3ea4b3aefa7922b | 1 | true | false | torvalds/linux | https://github.com/torvalds/linux | 9c895160d25a76c21b65bad141b08e8d4f99afef | 2012-05-17 | cve_published | kvm-ia64.c | kvm_vm_ioctl_set_irqchip | 852 | 866 | false | [] | null | unrelated_in_commit | [
"CVE-2012-1601"
] | [
"CWE-399"
] | source | source | nvd_patch_commit | 0.55 | false | +0.05 agreement of 4 datasets | null | [
{
"dataset": "bigvul_msr20",
"original_id": "row:20640",
"original_label": "0",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "crossvul_2.0",
"original_id": "good_3622_0::kvm_vm_ioctl_set_irqchip#0",
... | 4 | 4 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/torvalds/linux/commit/9c895160d25a76c21b65bad141b08e8d4f99afef", "changed_units_in_commit": 5} |
cc74bb484d650b1af15a27802c71f83271806cee7efdbb6188febe25d2c8d3ba | c_or_cpp | function | static void TIFFReadPhotoshopLayers(Image* image,const ImageInfo *image_info,
ExceptionInfo *exception)
{
const char
*option;
const StringInfo
*profile;
CustomStreamInfo
*custom_stream;
Image
*layers;
PhotoshopProfile
photoshop_profile;
PSDInfo
info;
register ssize_t
i;... | cc74bb484d650b1af15a27802c71f83271806cee7efdbb6188febe25d2c8d3ba | b531075e6eb067032d1105173e958ea627ab761afe3f1b390b18f463cb82d46f | 056ccc3a0812a5d546f012733416a6fe2e558b1d4445b0b8d355321ac56b3053 | 4 | false | true | ImageMagick | https://github.com/imagemagick/imagemagick | 256825d4eb33dc301496710d15cf5a7ae924088b | 2018-09-06 | cve_published | null | null | null | null | false | [] | null | unrelated_in_commit | [
"CVE-2018-16641"
] | [
"CWE-399",
"CWE-772"
] | hub_fix_commit | source | prime_vul | 0.75 | false | +0.05 agreement of 4 datasets | null | [
{
"dataset": "bigvul_msr20",
"original_id": "row:77986",
"original_label": "0",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "crossvul_2.0",
"original_id": "good_362_0::TIFFReadPhotoshopLayers#0",
... | 4 | 4 | primevul | MIT (PrimeVul, Ding et al. ICSE'25) | train | primevul_official | {"primevul_hash": 286932921066934103593919785113564304949, "big_vul_idx": 77986} |
d6cfae8f1035b1eb41bad5f2aa0a6b54614506a00b28ffe92554cdb4f650cd93 | c_or_cpp | function | const struct cred *get_task_cred(struct task_struct *task)
{
const struct cred *cred;
rcu_read_lock();
do {
cred = __task_cred((task));
BUG_ON(!cred);
} while (!atomic_inc_not_zero(&((struct cred *)cred)->usage));
rcu_read_unlock();
return cred;
}
| d6cfae8f1035b1eb41bad5f2aa0a6b54614506a00b28ffe92554cdb4f650cd93 | a6ffba8d2cff360eef7bf34efc8dc387b0590dcba39f7d9d1e4ca3c308b63fb3 | 7c26e9720b0428da0e1b96b0a364dd45e265582a0544cb92518195260ac92901 | 2 | true | false | linux | https://git.kernel.org/?p=linux/kernel/git/torvalds/linux-2.6.git | 79549c6dfda0603dba9a70a53467ce62d9335c33 | 2012-08-09 | cve_published | null | null | null | null | false | [] | null | unrelated_in_commit | [
"CVE-2012-2745"
] | [
"CWE-119"
] | hub_fix_commit | source | prime_vul | 0.75 | false | +0.05 agreement of 5 datasets | null | [
{
"dataset": "bigvul_msr20",
"original_id": "row:19606",
"original_label": "0",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "crossvul_2.0",
"original_id": "good_3674_0::get_task_cred#0",
"origin... | 6 | 5 | primevul | MIT (PrimeVul, Ding et al. ICSE'25) | train | primevul_official | {"primevul_hash": 192586859336657054399984669497275705003, "big_vul_idx": 19606} |
65c09496c1ca9e4fb42212c0227948d07f325532a3e2eb9ab23eb97fd259c795 | cpp | function | void
UnicodeString::setToBogus()
{
releaseArray();
fUnion.fFields.fLengthAndFlags = kIsBogus;
fUnion.fFields.fArray = 0;
fUnion.fFields.fCapacity = 0;
} | 65c09496c1ca9e4fb42212c0227948d07f325532a3e2eb9ab23eb97fd259c795 | 303e096019036edc133e494df45dc49d5db92cbb3ae0f2277ea2d3f8a7cb8d58 | 65c09496c1ca9e4fb42212c0227948d07f325532a3e2eb9ab23eb97fd259c795 | 2 | true | false | unicode-org/icu | https://github.com/unicode-org/icu | b7d08bc04a4296982fcef8b6b8a354a9e4e7afca | 2020-03-12 | cve_published | unistr.cpp | UnicodeString::setToBogus | 1,199 | 1,207 | false | [] | null | unrelated_in_commit | [
"CVE-2020-10531"
] | [
"CWE-190",
"CWE-787"
] | source | source | nvd_patch_commit | 0.5 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_3872_0::UnicodeString::setToBogus#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
}
] | 1 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/unicode-org/icu/commit/b7d08bc04a4296982fcef8b6b8a354a9e4e7afca", "changed_units_in_commit": 1} | |
6285aa6b60c3fa8a04abfd684a581601c19903cd869a934aba2c7c97c8669dea | c | function | struct ofpbuf *
ofputil_encode_resume(const struct ofputil_packet_in *pin,
const struct ofpbuf *continuation,
enum ofputil_protocol protocol)
{
enum ofp_version version = ofputil_protocol_to_ofp_version(protocol);
size_t extra = pin->packet_len + NXM_TYPICAL_LEN + con... | 6285aa6b60c3fa8a04abfd684a581601c19903cd869a934aba2c7c97c8669dea | daea0491326a6a376f66a2bbc8116ee29a9e55bf22470b962d3277374414a14b | 6285aa6b60c3fa8a04abfd684a581601c19903cd869a934aba2c7c97c8669dea | 2 | false | false | openvswitch/ovs | https://github.com/openvswitch/ovs | 4af6da3b275b764b1afe194df6499b33d2bf4cde | 2018-09-19 | cve_published | ofp-util.c | ofputil_encode_resume | 4,009 | 4,022 | false | [] | null | unrelated_in_commit | [
"CVE-2018-17204"
] | [
"CWE-617"
] | source | source | nvd_patch_commit | 0.5 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_389_0::ofputil_encode_resume#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
}
] | 1 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/openvswitch/ovs/commit/4af6da3b275b764b1afe194df6499b33d2bf4cde", "changed_units_in_commit": 1} | |
360d83ea866a6d560951ed8bcc1a13aba71f3b59f83c963871ca83b757388275 | c | function | static void
encode_SET_IPV4_DST(const struct ofpact_ipv4 *ipv4,
enum ofp_version ofp_version, struct ofpbuf *out)
{
encode_SET_IPV4_addr(ipv4, ofp_version, OFPAT_RAW_SET_NW_DST, MFF_IPV4_DST,
out);
} | 360d83ea866a6d560951ed8bcc1a13aba71f3b59f83c963871ca83b757388275 | ac418657fc1a6a4f4b2e81a0847fb90382de1f057ee9b89cf2348edf646d126b | 360d83ea866a6d560951ed8bcc1a13aba71f3b59f83c963871ca83b757388275 | 2 | true | false | openvswitch/ovs | https://github.com/openvswitch/ovs | 9237a63c47bd314b807cda0bd2216264e82edbe8 | 2018-09-19 | cve_published | ofp-actions.c | encode_SET_IPV4_DST | 1,863 | 1,869 | false | [] | null | unrelated_in_commit | [
"CVE-2018-17206"
] | [
"CWE-125"
] | source | source | nvd_patch_commit | 0.5 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_391_0::encode_SET_IPV4_DST#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
}
] | 1 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/openvswitch/ovs/commit/9237a63c47bd314b807cda0bd2216264e82edbe8", "changed_units_in_commit": 1} | |
ef393f2b67483783b5a91a32642f696e656471423f5bec247a53cb51c8c06b5f | c | function | int wc_ecc_sig_size_calc(int sz)
{
int maxSigSz = 0;
/* calculate based on key bits */
/* maximum possible signature header size is 7 bytes plus 2 bytes padding */
maxSigSz = (sz * 2) + SIG_HEADER_SZ + ECC_MAX_PAD_SZ;
/* if total length is less than 128 + SEQ(1)+LEN(1) then subtract 1 */
if (m... | ef393f2b67483783b5a91a32642f696e656471423f5bec247a53cb51c8c06b5f | b0ab2e2e013af7918dbc682f1c7533f1d99f23393772400c7d7239dad4a486b3 | ef393f2b67483783b5a91a32642f696e656471423f5bec247a53cb51c8c06b5f | 1 | true | false | wolfssl/wolfssl | https://github.com/wolfSSL/wolfssl | 5ee9f9c7a23f8ed093fe1e42bc540727e96cebb8 | 2019-12-24 | cve_published | ecc.c | wc_ecc_sig_size_calc | 7,619 | 7,633 | false | [] | null | unrelated_in_commit | [
"CVE-2019-13628",
"CVE-2019-19960",
"CVE-2020-11735"
] | [
"CWE-203",
"CWE-326"
] | source | null | nvd_patch_commit | 0.55 | false | +0.05 agreement of 3 datasets | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_1335_0::wc_ecc_sig_size_calc#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "crossvul_2.0",
"original_id": "goo... | 4 | 3 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/wolfSSL/wolfssl/commit/5ee9f9c7a23f8ed093fe1e42bc540727e96cebb8", "changed_units_in_commit": 1} |
d1ab7712497effb5240bb43252db5b1e3bac369e01e32f8f1a56d73cd70ad858 | c_or_cpp | function | void test_checkout_nasty__dotdot_dotgit_path(void)
{
test_checkout_fails("refs/heads/dotdot_dotgit_path", ".git/foobar");
} | d1ab7712497effb5240bb43252db5b1e3bac369e01e32f8f1a56d73cd70ad858 | 14a410bc295fab3f9d87c1288683b82559c3aea7a03948a4fab6fb13a3db31a4 | d1ab7712497effb5240bb43252db5b1e3bac369e01e32f8f1a56d73cd70ad858 | 1 | true | false | libgit2 | https://github.com/libgit2/libgit2 | 64c612cc3e25eff5fb02c59ef5a66ba7a14751e4 | 2020-04-27 | cve_published | null | null | null | null | false | [] | null | unrelated_in_commit | [
"CVE-2020-12278",
"CVE-2020-12279"
] | [
"CWE-20",
"CWE-706"
] | hub_fix_commit | hub_cve | prime_vul | 0.75 | false | +0.05 agreement of 3 datasets | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_3987_1::test_checkout_nasty__dotdot_dotgit_path#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "crossvul_2.0",
... | 4 | 3 | primevul | MIT (PrimeVul, Ding et al. ICSE'25) | train | primevul_official | {"primevul_hash": 10807682405548197770573587766325588449, "big_vul_idx": null} |
5d69156a1fd3a6a86077d053738cde23e5d6604fa244a7c1ebb3879e1e5b1e93 | c | function | static void
mwifiex_send_single_packet(struct mwifiex_private *priv,
struct mwifiex_ra_list_tbl *ptr, int ptr_index)
__releases(&priv->wmm.ra_list_spinlock)
{
struct sk_buff *skb, *skb_next;
struct mwifiex_tx_param tx_param;
struct mwifiex_adapter *adapter = priv->adapter;
struct mwifiex_txinfo *tx_info... | 5d69156a1fd3a6a86077d053738cde23e5d6604fa244a7c1ebb3879e1e5b1e93 | 9fa292e81d6573cb87d3db3af2bc22a6107ef13e61cd980b5ec56494bd610134 | 34478d4041e1db42aff294178a9ee623359c3c5855d4dcaab4a5fd4052977d98 | 3 | false | false | torvalds/linux | https://github.com/torvalds/linux | 3a9b153c5591548612c3955c9600a98150c81875 | 2020-05-05 | cve_published | wmm.c | mwifiex_send_single_packet | 1,229 | 1,283 | false | [] | null | unrelated_in_commit | [
"CVE-2020-12654"
] | [
"CWE-787"
] | source | source | nvd_patch_commit | 0.5 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_4005_0::mwifiex_send_single_packet#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
}
] | 1 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/torvalds/linux/commit/3a9b153c5591548612c3955c9600a98150c81875", "changed_units_in_commit": 1} | |
5043e8c6b59af36b37e710c28db03ebe492bd8e68cd87ef0658af3601dde55bf | c_or_cpp | function | static void check_unsafe_exec(struct linux_binprm *bprm)
{
struct task_struct *p = current, *t;
unsigned n_fs;
if (p->ptrace)
bprm->unsafe |= LSM_UNSAFE_PTRACE;
/*
* This isn't strictly necessary, but it makes it harder for LSMs to
* mess up.
*/
if (task_no_new_privs(current))
bprm->unsafe |= LSM_UNSAF... | 5043e8c6b59af36b37e710c28db03ebe492bd8e68cd87ef0658af3601dde55bf | 19d56838c7032cbc0f620ad86c8c8eb9d9ea7656f404ca61f610803383f1b39b | 5043e8c6b59af36b37e710c28db03ebe492bd8e68cd87ef0658af3601dde55bf | 1 | true | false | linux | null | 98da7d08850fb8bdeb395d6368ed15753304aa0c | null | null | null | null | null | null | false | [] | null | unrelated_in_commit | [
"CVE-2017-1000365",
"CVE-2020-12826"
] | [
"CWE-190"
] | null | null | prime_vul | 0.75 | false | +0.05 agreement of 3 datasets | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_4015_0::check_unsafe_exec#0",
"original_label": "good",
"label_source": "nvd_patch_commit",
"label_confidence": 0.6000000238418579,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "diversevul_20230702",
"original_... | 3 | 3 | primevul | MIT (PrimeVul, Ding et al. ICSE'25) | train | primevul_official | {"primevul_hash": 174339957411361788762353520888317830698, "big_vul_idx": null} |
0580548af8b6e05afee1fea2729abb58aaf43f8654a73f85253611996bdde34b | cpp | function | void WebContents::MessageHost(const std::string& channel,
blink::CloneableMessage arguments) {
TRACE_EVENT1("electron", "WebContents::MessageHost", "channel", channel);
// webContents.emit('ipc-message-host', new Event(), channel, args);
EmitWithSender("ipc-message-host", receivers_.... | 0580548af8b6e05afee1fea2729abb58aaf43f8654a73f85253611996bdde34b | ec6e0612fdb5e5c3ed8d642447318745f120b175656d24f9fbd57aa04e3ec905 | 0580548af8b6e05afee1fea2729abb58aaf43f8654a73f85253611996bdde34b | 1 | true | false | electron/electron | https://github.com/electron/electron | 18613925610ba319da7f497b6deed85ad712c59b | 2020-10-06 | cve_published | electron_api_web_contents.cc | WebContents::MessageHost | 1,217 | 1,223 | false | [] | null | unrelated_in_commit | [
"CVE-2020-15174"
] | [
"CWE-20",
"CWE-284",
"CWE-693"
] | source | source | nvd_patch_commit | 0.55 | false | +0.05 agreement of 2 datasets | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_4131_0::WebContents::MessageHost#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "diversevul_20230702",
"origina... | 2 | 2 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/electron/electron/commit/18613925610ba319da7f497b6deed85ad712c59b", "changed_units_in_commit": 3} |
a6d0029d873747215ad5e7d2e62f678330f5a487fa10e34d7c7e2fca180aa97f | cpp | function | void* Init(TfLiteContext* context, const char* buffer, size_t length) {
TFLITE_DCHECK(context->AllocatePersistentBuffer != nullptr);
return context->AllocatePersistentBuffer(context,
sizeof(L2NormalizationParams));
} | a6d0029d873747215ad5e7d2e62f678330f5a487fa10e34d7c7e2fca180aa97f | d87504ca3676b789ba17c80ab846b82454e4d43034d3ae3a3890ff6c787b5d0b | a6d0029d873747215ad5e7d2e62f678330f5a487fa10e34d7c7e2fca180aa97f | 1 | true | false | tensorflow/tensorflow | https://github.com/tensorflow/tensorflow | fff2c8326280c07733828f990548979bdc893859 | 2020-09-25 | cve_published | l2norm.cc | Init | 77 | 81 | false | [] | null | unrelated_in_commit | [
"CVE-2020-15211"
] | [
"CWE-125",
"CWE-787"
] | source | source | nvd_patch_commit | 0.5 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_4164_12::Init#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
}
] | 1 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/tensorflow/tensorflow/commit/fff2c8326280c07733828f990548979bdc893859", "changed_units_in_commit": 32} | |
06ad1002e5e070ea09cf0ef3ef80b9c35656c62ff2750ffd32bd661dd0b492c2 | c_or_cpp | function | static inline void tss_update_io_bitmap(void)
{
PVOP_VCALL0(cpu.update_io_bitmap);
} | 06ad1002e5e070ea09cf0ef3ef80b9c35656c62ff2750ffd32bd661dd0b492c2 | 7fe6b97a611b0e42f6a9a385d8a3b607733bb893d92193c226b1ea70aedfb4bd | 06ad1002e5e070ea09cf0ef3ef80b9c35656c62ff2750ffd32bd661dd0b492c2 | 1 | true | false | linux | https://git.kernel.org/cgit/linux/kernel/git/torvalds/linux | cadfad870154e14f745ec845708bc17d166065f2 | 2020-07-20 | cve_published | null | null | null | null | false | [] | null | unrelated_in_commit | [
"CVE-2020-15852"
] | [
"CWE-276"
] | hub_fix_commit | hub_cve | prime_vul | 0.75 | false | +0.05 agreement of 3 datasets | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_4225_1::tss_update_io_bitmap#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "diversevul_20230702",
"original_id... | 3 | 3 | primevul | MIT (PrimeVul, Ding et al. ICSE'25) | train | primevul_official | {"primevul_hash": 98245822252004303134634288949446989259, "big_vul_idx": null} |
5fda830fc9d1c9625a0539978ffa0915ee4d69af709829f6c573fc0d79c458e8 | c_or_cpp | function | static void f_parser (lua_State *L, void *ud) {
LClosure *cl;
struct SParser *p = cast(struct SParser *, ud);
int c = zgetc(p->z); /* read first character */
if (c == LUA_SIGNATURE[0]) {
checkmode(L, p->mode, "binary");
cl = luaU_undump(L, p->z, p->name);
}
else {
checkmode(L, p->mode, "text");... | 5fda830fc9d1c9625a0539978ffa0915ee4d69af709829f6c573fc0d79c458e8 | 656a745eec995fbc2579b56afefd21d529b5968f39d7ca02f378930e8e3d1799 | 5fda830fc9d1c9625a0539978ffa0915ee4d69af709829f6c573fc0d79c458e8 | 2 | true | false | lua | https://github.com/lua/lua | 6298903e35217ab69c279056f925fb72900ce0b7 | 2020-07-21 | cve_published | null | null | null | null | false | [] | null | unrelated_in_commit | [
"CVE-2020-15888",
"CVE-2020-15945",
"CVE-2020-24342",
"CVE-2021-45985"
] | [
"CWE-119",
"CWE-120",
"CWE-125",
"CWE-416",
"CWE-787"
] | hub_fix_commit | hub_cve | prime_vul | 0.75 | false | +0.05 agreement of 4 datasets | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_4230_0::f_parser#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "crossvul_2.0",
"original_id": "good_4231_0::f_... | 9 | 4 | primevul | MIT (PrimeVul, Ding et al. ICSE'25) | train | primevul_official | {"primevul_hash": 133781354629078404021413329253323704890, "big_vul_idx": null} |
21b4759cdde31aed0ff7d452919000d6bd384a2eb9c14a1c8e52dd7dee099684 | c_or_cpp | function | static lu_mem entergen (lua_State *L, global_State *g) {
lu_mem numobjs;
luaC_runtilstate(L, bitmask(GCSpause)); /* prepare to start a new cycle */
luaC_runtilstate(L, bitmask(GCSpropagate)); /* start new cycle */
numobjs = atomic(L); /* propagates all and then do the atomic stuff */
atomic2gen(L, g);
re... | 21b4759cdde31aed0ff7d452919000d6bd384a2eb9c14a1c8e52dd7dee099684 | 6253aca62e6189d1d13dfbc705097f998eace311cf9c75c0b82155803cdabb6d | 21b4759cdde31aed0ff7d452919000d6bd384a2eb9c14a1c8e52dd7dee099684 | 1 | true | false | lua | https://github.com/lua/lua | 127e7a6c8942b362aa3c6627f44d660a4fb75312 | 2020-07-21 | cve_published | null | null | null | null | false | [] | null | unrelated_in_commit | [
"CVE-2020-15889",
"CVE-2020-24371"
] | [
"CWE-125",
"CWE-763"
] | hub_fix_commit | hub_cve | prime_vul | 0.75 | false | +0.05 agreement of 4 datasets | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_4232_0::entergen#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "crossvul_2.0",
"original_id": "good_4273_0::en... | 5 | 4 | primevul | MIT (PrimeVul, Ding et al. ICSE'25) | train | primevul_official | {"primevul_hash": 186798532384045511713307233835387981817, "big_vul_idx": null} |
e3a2fed608bb74962b57cb623783858fea09d9ac4f1db8d781f2ecd56abcff1f | c_or_cpp_header | function | explicit GeneratorInnerFunction(
Module *parent,
Identifier originalName,
DefinitionKind definitionKind,
bool strictMode,
bool isGlobal,
SMRange sourceRange,
Function *insertBefore)
: Function(
ValueKind::GeneratorInnerFunctionKind,
parent,
... | e3a2fed608bb74962b57cb623783858fea09d9ac4f1db8d781f2ecd56abcff1f | f6cad720f893303aa3610b6e08b8793712e71fd8609cba9c4ccb19d07352551a | e3a2fed608bb74962b57cb623783858fea09d9ac4f1db8d781f2ecd56abcff1f | 1 | true | false | facebook/hermes | https://github.com/facebook/hermes | 091835377369c8fd5917d9b87acffa721ad2a168 | 2020-09-09 | cve_published | IR.h | GeneratorInnerFunction | 1,634 | 1,652 | false | [] | null | unrelated_in_commit | [
"CVE-2020-1912"
] | [
"CWE-125",
"CWE-787"
] | source | source | nvd_patch_commit | 0.5 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_4256_0::GeneratorInnerFunction#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
}
] | 1 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/facebook/hermes/commit/091835377369c8fd5917d9b87acffa721ad2a168", "changed_units_in_commit": 8} | |
8e8d0de50ee2d15bd7d12caa98c2874b84d49d0afb6e97ab89f0654d302dbb55 | c_or_cpp_header | function | ParameterListType &getParameters() {
return Parameters;
} | 8e8d0de50ee2d15bd7d12caa98c2874b84d49d0afb6e97ab89f0654d302dbb55 | 0d029b796d43ebdff72ace67f3e1ab26c60d54d03c464c46678f1ed2acf1ea6d | 8e8d0de50ee2d15bd7d12caa98c2874b84d49d0afb6e97ab89f0654d302dbb55 | 1 | true | false | facebook/hermes | https://github.com/facebook/hermes | 091835377369c8fd5917d9b87acffa721ad2a168 | 2020-09-09 | cve_published | IR.h | null | 1,494 | 1,496 | false | [] | null | unrelated_in_commit | [
"CVE-2020-1912"
] | [
"CWE-125",
"CWE-787"
] | source | source | nvd_patch_commit | 0.5 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_4256_0::None#8",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
}
] | 1 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/facebook/hermes/commit/091835377369c8fd5917d9b87acffa721ad2a168", "changed_units_in_commit": 8} | |
0b18e9c84b35bfb2f34550e2f0118dedd451a6eb6e320ef17d14578268dd3158 | cpp | function | void MainWindow::on_actionProfileRemove_triggered()
{
QDir dir(Settings.appDataLocation());
if (dir.cd("profiles")) {
// Setup the dialog.
QStringList profiles = dir.entryList(QDir::Files | QDir::NoDotAndDotDot | QDir::Readable);
ListSelectionDialog dialog(profiles, this);
dialog... | 0b18e9c84b35bfb2f34550e2f0118dedd451a6eb6e320ef17d14578268dd3158 | 53578d0f69e1be28b734197b9e0aa0d87dec2d2aca863e1a36552b1d31863e76 | 0b18e9c84b35bfb2f34550e2f0118dedd451a6eb6e320ef17d14578268dd3158 | 1 | true | false | mltframework/shotcut | https://github.com/mltframework/shotcut | f008adc039642307f6ee3378d378cdb842e52c1d | 2020-09-22 | cve_published | mainwindow.cpp | MainWindow::on_actionProfileRemove_triggered | 4,138 | 4,153 | false | [] | null | unrelated_in_commit | [
"CVE-2020-24619"
] | [
"CWE-295",
"CWE-327",
"CWE-89"
] | source | source | nvd_patch_commit | 0.55 | false | +0.05 agreement of 2 datasets | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_4277_0::MainWindow::on_actionProfileRemove_triggered#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "diversevul_202... | 2 | 2 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/mltframework/shotcut/commit/f008adc039642307f6ee3378d378cdb842e52c1d", "changed_units_in_commit": 2} |
571e3972a27869955bced1ef3f466c398d24bb469ab471eeaa7738119b41ccd2 | c_or_cpp_header | function | static __inline const char *
ksid_getdomain(ksid_t *ks)
{
panic("%s has been unexpectedly called", __func__);
} | 571e3972a27869955bced1ef3f466c398d24bb469ab471eeaa7738119b41ccd2 | ad25ee745e6c2d17834bc2591b4be7b07aa4ed05af5536d2ca84e173f9976204 | 571e3972a27869955bced1ef3f466c398d24bb469ab471eeaa7738119b41ccd2 | 1 | true | false | openzfs/zfs | https://github.com/openzfs/zfs | 716b53d0a14c72bda16c0872565dd1909757e73f | 2020-08-27 | cve_published | sid.h | ksid_getdomain | 69 | 74 | false | [] | null | unrelated_in_commit | [
"CVE-2020-24716",
"CVE-2020-24717"
] | [
"CWE-276",
"CWE-732",
"CWE-863"
] | source | source | nvd_patch_commit | 0.5 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_4284_2::ksid_getdomain#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
}
] | 1 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/openzfs/zfs/commit/716b53d0a14c72bda16c0872565dd1909757e73f", "changed_units_in_commit": 9} | |
adc16aae714bed27ba62302369f8e5385afae113f9ab846ba4da28044cc5dcf4 | c | function | STATIC int
xfs_attr_node_removename(xfs_da_args_t *args)
{
xfs_da_state_t *state;
xfs_da_state_blk_t *blk;
xfs_inode_t *dp;
struct xfs_buf *bp;
int retval, error, forkoff;
trace_xfs_attr_node_removename(args);
/*
* Tie a string around our finger to remind us where we are.
*/
dp = args->dp;
state = xfs_da... | adc16aae714bed27ba62302369f8e5385afae113f9ab846ba4da28044cc5dcf4 | e8a4e36a1b542ca3371d718c2a31ff1a6309e408b74a229c2cf4a15a9203ba99 | adc16aae714bed27ba62302369f8e5385afae113f9ab846ba4da28044cc5dcf4 | 2 | false | false | torvalds/linux | https://github.com/torvalds/linux | 7b38460dc8e4eafba06c78f8e37099d3b34d473c | 2018-10-26 | cve_published | xfs_attr.c | xfs_attr_node_removename | 1,063 | 1,194 | false | [] | null | unrelated_in_commit | [
"CVE-2018-18690"
] | [
"CWE-19",
"CWE-754"
] | source | source | nvd_patch_commit | 0.55 | false | +0.05 agreement of 2 datasets | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_431_0::xfs_attr_node_removename#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "reposvul",
"original_id": "3147... | 2 | 2 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/torvalds/linux/commit/7b38460dc8e4eafba06c78f8e37099d3b34d473c", "changed_units_in_commit": 1} |
fb658ee05c5dcc4dbff5338734479c04ad1c840fc0cbf9dfb26a9002ec8214d9 | c_or_cpp | function | unsigned int bt_att_register(struct bt_att *att, uint8_t opcode,
bt_att_notify_func_t callback,
void *user_data,
bt_att_destroy_func_t destroy)
{
struct att_notify *notify;
if (!att || !callback || queue_isempty(att->chans))
return 0;
notify = new0(struct att_notify, 1);
notify->opcode = opcod... | fb658ee05c5dcc4dbff5338734479c04ad1c840fc0cbf9dfb26a9002ec8214d9 | 83471f1dfc69c2e8ef3bd549963ffb0906b712c483377be81e2798be2dfdf6b4 | fb658ee05c5dcc4dbff5338734479c04ad1c840fc0cbf9dfb26a9002ec8214d9 | 1 | true | false | bluez | https://github.com/bluez/bluez | 1cd644db8c23a2f530ddb93cebed7dacc5f5721a | 2020-10-15 | cve_published | null | null | null | null | false | [] | null | unrelated_in_commit | [
"CVE-2020-27153"
] | [
"CWE-415"
] | hub_fix_commit | hub_cve | prime_vul | 0.75 | false | +0.05 agreement of 4 datasets | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_4406_0::bt_att_register#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "diversevul_20230702",
"original_id": "l... | 4 | 4 | primevul | MIT (PrimeVul, Ding et al. ICSE'25) | train | primevul_official | {"primevul_hash": 121495179453595255297504558458605812661, "big_vul_idx": null} |
b18d12f62583c950d7fac851a419d54e007f320841fed71b69d426320d370f23 | c | function | static uint8_t
hfs_make_catalog(HFS_INFO * hfs, TSK_FS_FILE * fs_file)
{
TSK_FS_INFO *fs = (TSK_FS_INFO *) hfs;
TSK_FS_ATTR *fs_attr;
TSK_FS_ATTR_RUN *attr_run;
unsigned char dummy1, dummy2;
uint64_t dummy3;
uint8_t result;
if (tsk_verbose)
tsk_fprintf(stderr,
"hfs_make_... | b18d12f62583c950d7fac851a419d54e007f320841fed71b69d426320d370f23 | b0dd7d1f9705c0876f9fb1f95651ed11c463e51d4c7e3e12a7eec67d794230e5 | 204717273bbf739c3e08bd5b5798c6d4e3125117d709729aa9bdf76508b86c1f | 2 | true | false | sleuthkit/sleuthkit | https://github.com/sleuthkit/sleuthkit | bc04aa017c0bd297de8a3b7fc40ffc6ddddbb95d | 2018-11-29 | cve_published | hfs.c | hfs_make_catalog | 1,870 | 1,942 | false | [] | null | unrelated_in_commit | [
"CVE-2018-19497",
"CVE-2019-1010065"
] | [
"CWE-125",
"CWE-190"
] | source | source | nvd_patch_commit | 0.5 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_451_0::hfs_make_catalog#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "crossvul_2.0",
"original_id": "good_711... | 2 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/sleuthkit/sleuthkit/commit/bc04aa017c0bd297de8a3b7fc40ffc6ddddbb95d", "changed_units_in_commit": 1} | |
9252b42ddf0d83198aa7a0b4879122210bbe2e3b614aedd0e5f59fab08d98de5 | c_or_cpp | function | static int opint(RAsm *a, ut8 *data, const Opcode *op) {
int l = 0;
if (op->operands[0].type & OT_CONSTANT) {
st32 immediate = op->operands[0].immediate * op->operands[0].sign;
if (immediate <= 255 && immediate >= -128) {
data[l++] = 0xcd;
data[l++] = immediate;
}
}
return l;
}
| 9252b42ddf0d83198aa7a0b4879122210bbe2e3b614aedd0e5f59fab08d98de5 | 8b4bd829a6a396767462bfd4f0de0d5eeac0fdd475df79b0cce0053e4aa4a585 | 9252b42ddf0d83198aa7a0b4879122210bbe2e3b614aedd0e5f59fab08d98de5 | 1 | true | false | radare2 | https://github.com/radare/radare2 | 9b46d38dd3c4de6048a488b655c7319f845af185 | 2018-12-25 | cve_published | null | null | null | null | false | [] | null | unrelated_in_commit | [
"CVE-2018-19842",
"CVE-2018-19843",
"CVE-2018-20455",
"CVE-2018-20456"
] | [
"CWE-119",
"CWE-125",
"CWE-787"
] | hub_fix_commit | source | prime_vul | 0.75 | false | +0.05 agreement of 4 datasets | null | [
{
"dataset": "bigvul_msr20",
"original_id": "row:75429",
"original_label": "0",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "crossvul_2.0",
"original_id": "good_458_0::opint#0",
"original_label"... | 6 | 4 | primevul | MIT (PrimeVul, Ding et al. ICSE'25) | train | primevul_official | {"primevul_hash": 150561064572607288412111487709098693266, "big_vul_idx": 75429} |
4eef192dbf11ce76b74814a6e378d5c17528ea3be410a94d415a8d0fea5b8ae2 | c_or_cpp | function | static int user_reset_fdc(int drive, int arg, bool interruptible)
{
int ret;
if (lock_fdc(drive))
return -EINTR;
if (arg == FD_RESET_ALWAYS)
FDCS->reset = 1;
if (FDCS->reset) {
cont = &reset_cont;
ret = wait_til_done(reset_fdc, interruptible);
if (ret == -EINTR)
return -EINTR;
}
process_fd_request(... | 4eef192dbf11ce76b74814a6e378d5c17528ea3be410a94d415a8d0fea5b8ae2 | 67a5ab95d0378b8a4fb18e049580f6799ff191a8445c9fde97d3fce2645beaf7 | 4eef192dbf11ce76b74814a6e378d5c17528ea3be410a94d415a8d0fea5b8ae2 | 3 | true | false | linux | https://git.kernel.org/pub/scm/linux/kernel/git/torvalds/linux | 2e90ca68b0d2f5548804f22f0dd61145516171e3 | 2020-02-25 | cve_published | null | null | null | null | false | [] | null | unrelated_in_commit | [
"CVE-2015-9289",
"CVE-2017-17807",
"CVE-2017-18595",
"CVE-2018-19985",
"CVE-2018-20169",
"CVE-2018-7191",
"CVE-2019-10207",
"CVE-2019-10638",
"CVE-2019-10639",
"CVE-2019-11190",
"CVE-2019-11884",
"CVE-2019-12382",
"CVE-2019-13233",
"CVE-2019-13648",
"CVE-2019-14283",
"CVE-2019-14284",
... | [
"CWE-120",
"CWE-122",
"CWE-125",
"CWE-190",
"CWE-20",
"CWE-200",
"CWE-287",
"CWE-326",
"CWE-362",
"CWE-369",
"CWE-399",
"CWE-400",
"CWE-401",
"CWE-415",
"CWE-416",
"CWE-440",
"CWE-476",
"CWE-667",
"CWE-787",
"CWE-862"
] | hub_fix_commit | hub_cve | prime_vul | 0.75 | false | +0.05 agreement of 4 datasets | null | [
{
"dataset": "bigvul_msr20",
"original_id": "row:88847",
"original_label": "0",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "crossvul_2.0",
"original_id": "good_4689_0::user_reset_fdc#0",
"origi... | 7 | 4 | primevul | MIT (PrimeVul, Ding et al. ICSE'25) | train | primevul_official | {"primevul_hash": 81505714128420610428252649703876822659, "big_vul_idx": null} |
edf83d568a8f110756b6f7f27055a47b58f00fcf38a81f84e4742235da8ad54b | c | function | gboolean
mono_loader_lock_is_owned_by_self (void)
{
g_assert (loader_lock_track_ownership);
return GPOINTER_TO_UINT (TlsGetValue (loader_lock_nest_id)) > 0;
} | edf83d568a8f110756b6f7f27055a47b58f00fcf38a81f84e4742235da8ad54b | 16baeaaf19e518487d9f46d0de257f73f17bb8a49a9cca80127686f74a73b227 | 0c2dee09b2157f8738dbf17d2425b8faccd0680d99bd6953519c2625d0567d94 | 2 | true | false | mono/mono | https://github.com/mono/mono | 8e890a3bf80a4620e417814dc14886b1bbd17625 | 2010-11-17 | cve_published | loader.c | mono_loader_lock_is_owned_by_self | 2,127 | 2,133 | false | [] | null | unrelated_in_commit | [
"CVE-2010-4159"
] | [] | source | null | nvd_patch_commit | 0.5 | false | null | [
{
"dataset": "crossvul_2.0",
"original_id": "good_4714_0::mono_loader_lock_is_owned_by_self#0",
"original_label": "good_unchanged",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
}
] | 1 | 1 | crossvul | CC-BY-4.0 (CrossVul, Nikitopoulos et al. FSE'21) | train | project_time | {"commit_url": "https://github.com/mono/mono/commit/8e890a3bf80a4620e417814dc14886b1bbd17625", "changed_units_in_commit": 1} | |
2a70c217813ebfec3a99351bd976063bf026883baabeee7c90ba9fe72ed69910 | c_or_cpp | function | static void _delay_rpc(int host_inx, int host_cnt, int usec_per_rpc)
{
struct timeval tv1;
uint32_t cur_time; /* current time in usec (just 9 digits) */
uint32_t tot_time; /* total time expected for all RPCs */
uint32_t offset_time; /* relative time within tot_time */
uint32_t target_time; /* desired time to issue... | 2a70c217813ebfec3a99351bd976063bf026883baabeee7c90ba9fe72ed69910 | a1d28f245a75926276290f1d48ce44e9507b8232494c4542de664cd32278c6c1 | 2a70c217813ebfec3a99351bd976063bf026883baabeee7c90ba9fe72ed69910 | 2 | true | false | slurm | https://github.com/schedmd/slurm | 92362a92fffe60187df61f99ab11c249d44120ee | 2017-01-05 | cve_published | null | null | null | null | false | [] | null | unrelated_in_commit | [
"CVE-2016-10030",
"CVE-2018-10995"
] | [
"CWE-20",
"CWE-284"
] | hub_fix_commit | source | prime_vul | 0.75 | false | +0.05 agreement of 4 datasets | null | [
{
"dataset": "bigvul_msr20",
"original_id": "row:72060",
"original_label": "0",
"label_source": "nvd_patch_commit",
"label_confidence": 0.5,
"is_vulnerable": false,
"source_split": null
},
{
"dataset": "crossvul_2.0",
"original_id": "good_4770_1::_delay_rpc#0",
"original_... | 4 | 4 | primevul | MIT (PrimeVul, Ding et al. ICSE'25) | train | primevul_official | {"primevul_hash": 194002014973281388004805387403985115622, "big_vul_idx": 72060} |
End of preview. Expand in Data Studio
cyberset
A unified, defensively-oriented security ML dataset: a CVE knowledge hub (CVE / NVD / OSV / GHSA / CWE / CAPEC / ATT&CK / KEV / EPSS), vulnerable vs. patched code with label provenance and confidence, Joern code graphs for every public function, and harmonised network flows from 12 public IDS datasets linked to CWE / CAPEC / ATT&CK and, where available, CVEs.
Personal research project by mvd001. Contact: m.v.dodiya001@gmail.com. Defensive / academic use.
The same files (byte-identical except network/net_flow, see Differences from the bucket) are also in the
public storage bucket hf://buckets/mvd001/cyberset.
No exploit code, malware, packet captures or payload bytes are included. Exploit-DB appears only as EDB IDs linked to CVEs; network data
is flow features only (payload_head is always NULL). Sources whose licence does not allow redistribution (DiverseVul, ReposVul, CleanVul,
Devign, UNSW-NB15) are published as IDs, hashes and labels only, with rebuild scripts.
⚠️ NON-COMMERCIAL RESEARCH USE ONLY —
network/net_flow/dataset=nf_uq_nids_v2/. NF-UQ-NIDS-v2 (University of Queensland, licence "Permitted Re-Use with Commercial Use Restriction") is derived from UNSW-NB15, BoT-IoT and ToN-IoT (academic-only datasets from UNSW Canberra) and CSE-CIC-IDS2018. Commercial use requires the authors' agreement. If you use it you must cite Sarhan, Layeghy & Portmann (2022) and the upstream papers: Moustafa & Slay 2015 (UNSW-NB15), Koroniotis et al. 2019 (BoT-IoT), Moustafa 2021 / Alsaedi et al. 2020 (ToN-IoT) and Sharafaldin et al. 2018 (CSE-CIC-IDS2018) — BibTeX keyssarhan2022nfv2,nfuqnidsv2data,moustafa2015unswnb15,koroniotis2019botiot,moustafa2021toniot,alsaedi2020toniot,sharafaldin2018cicidsinCITATIONS.bib.
⚖️ GPL-3.0 (share-alike) —
code/gpl/megavul/. The MegaVul-derived folder is GPL-3.0, unlike the rest of the code tier; see the MegaVul section below andcode/gpl/megavul/LICENSE.
Configs
load_dataset("mvd001/cyberset", "<config>") — every config is plain zstd Parquet, so it also streams (streaming=True) and works with
DuckDB / Polars / pandas over hf://datasets/mvd001/cyberset/....
| config | rows | splits | licence | content |
|---|---|---|---|---|
code |
2,212,564 | train 1,764,889, validation 223,089, test 224,586 |
per-row source_license (CC-BY-4.0 / MIT / public domain); code keeps upstream project licences |
deduplicated vulnerable / non-vulnerable functions from public sources (PrimeVul, CVEfixes, MoreFixes, CrossVul, Big-Vul, Juliet, Draper) |
code_megavul_gpl |
232,273 | train 172,247, validation 49,440, test 10,586 |
GPL-3.0 (share-alike) | MegaVul C/C++ + Java functions not already in code (same columns + near_dup_in_public_tier) |
code_megavul_overlap_map |
176,892 | train |
GPL-3.0 | MegaVul records already in code → existing row |
code_megavul_label_conflicts |
1,314 | train |
GPL-3.0 | MegaVul label conflicts |
code_restricted_index |
552,944 | train |
IDs / hashes / labels only (DiverseVul, ReposVul, CleanVul, Devign) | ID-only index of restricted sources, no code |
code_label_conflicts |
21,379 | train |
as code |
every sample whose sources disagree on the label |
code_graphs |
12,026,550 | train 9,588,630, validation 1,217,838, test 1,220,082 |
Joern (Apache-2.0) output; graphs follow the function's source_license |
Joern AST/CFG/CDG/DDG/PDG/CALL graphs of code functions, 6 rows per function, join on sample_id |
code_graph_status |
2,207,494 | train |
as code |
per-function graph outcome (ok / no_graph / parse_failed / timeout) |
code_graph_vocab_node_type |
27 | train |
Apache-2.0 (Joern labels) | nodes.type id → Joern node label |
code_graph_vocab_token |
3,223,064 | train |
as code |
nodes.token id → token string |
code_graph_vocab_edge_type |
6 | train |
Apache-2.0 (Joern labels) | edge type ids |
kb_vuln |
400,870 | train |
CVE ToU / NVD / OSV / GHSA CC-BY-4.0 / MITRE / KEV / EPSS (per-row source_license) |
one row per CVE: CVSS, CWE, CAPEC, ATT&CK, EPSS, KEV, CPE, fix commits, Exploit-DB IDs, ET Open SIDs |
kb_taxonomy |
1,416 | train |
MITRE CWE/CAPEC/ATT&CK terms | CWE→CAPEC→ATT&CK closure + curated network attack families |
kb_weakness |
1,450 | train |
MITRE CWE terms | CWE 4.20 weaknesses / categories / views |
kb_capec |
615 | train |
MITRE CAPEC terms | CAPEC 3.9 attack patterns |
kb_attack |
858 | train |
MITRE ATT&CK terms | ATT&CK Enterprise 19.2 techniques |
kb_ids_rules |
72,048 | train |
ET Open BSD / GPLv2 per sid (metadata only) | ET Open rule metadata + CVE refs (no rule bodies) |
net_flow |
439,751,219 | full |
per-dataset (see table) — includes the NON-COMMERCIAL nf_uq_nids_v2 | all harmonised flows, 13 datasets (≈440 M rows; prefer a per-dataset config) |
net_flow_iot23 |
325,309,946 | full |
see network licence table | network/net_flow/dataset=iot23/ |
net_flow_nf_uq_nids_v2 |
75,987,976 | full |
NON-COMMERCIAL research use only | network/net_flow/dataset=nf_uq_nids_v2/ |
net_flow_ctu13 |
19,976,700 | full |
see network licence table | network/net_flow/dataset=ctu13/ |
net_flow_cse_cic_ids2018 |
16,232,943 | full |
see network licence table | network/net_flow/dataset=cse_cic_ids2018/ |
net_flow_cic_ids2017 |
2,099,971 | full |
see network licence table | network/net_flow/dataset=cic_ids2017/ |
net_flow_maccdc |
110,978 | full |
see network licence table | network/net_flow/dataset=maccdc/ |
net_flow_nccgroup_f5_honeypot |
11,248 | full |
see network licence table | network/net_flow/dataset=nccgroup_f5_honeypot/ |
net_flow_cse_cic_ids2018_pcap_ids |
10,626 | full |
see network licence table | network/net_flow/dataset=cse_cic_ids2018_pcap_ids/ |
net_flow_container_honeypot_raid2023 |
6,429 | full |
see network licence table | network/net_flow/dataset=container_honeypot_raid2023/ |
net_flow_exploit_pcap |
3,993 | full |
see network licence table | network/net_flow/dataset=exploit_pcap/ |
net_flow_darpa1999 |
366 | full |
see network licence table | network/net_flow/dataset=darpa1999/ |
net_flow_first2015_netforensics |
42 | full |
see network licence table | network/net_flow/dataset=first2015_netforensics/ |
net_flow_cic_ids2017_pcap_ids |
1 | full |
see network licence table | network/net_flow/dataset=cic_ids2017_pcap_ids/ |
net_cve_linked |
141,097 | full |
as the source dataset (see dataset column) |
the 141,097 net_flow rows with at least one CVE id (all datasets) |
net_alert |
180,785 | full |
derived Suricata output over public pcaps | Suricata ET Open alerts, one row per flow × rule |
net_capture |
4,169 | full |
metadata | one row per source capture / file |
net_restricted_index_unsw_nb15 |
2,797,720 | full |
academic-only — IDs + labels + GT CVE ids only | UNSW-NB15 flow IDs and labels (no features) |
Notes
- Code configs use the dataset's own splits: files
train-*,val-*,test-*→ splitstrain,validation,test(thesplitcolumn keepstrain/val/test).code_graphsuses thesplit=folders, i.e. the same split as the function incode. - Network configs have one split,
full: flows are not stored split-wise, so filter on thesplitcolumn (train/val/test, 80/10/10 in time per day / scenario) or hold out a wholeholdout_groupfor cross-dataset evaluation. - 🤗
datasetsdoes not add Hive partition columns, solanguage(code / graph configs) anddataset(big net_flow partitions) are not columns there; uselanguage_detail/frontend, the per-datasetnet_flow_<dataset>configs, or DuckDB withhive_partitioning=true.net_flow,net_cve_linkedand the small pcap-derived datasets do carry adatasetcolumn in this repo. net_flow(≈440 M rows, ≈19 GB) is large: stream it, pick a per-dataset config, or push filters down (load_dataset(..., filters=[("label_confidence", ">=", 0.6)])).
Quickstart
from datasets import load_dataset
code = load_dataset("mvd001/cyberset", "code", split="train", streaming=True)
strict = code.filter(lambda r: r["label_confidence"] >= 0.6 and r["label_source"] not in ("synthetic", "static_analyzer"))
print(next(iter(strict))["func_name"])
kb = load_dataset("mvd001/cyberset", "kb_vuln", split="train") # 400,870 CVEs, ~84 MB
flows = load_dataset("mvd001/cyberset", "net_flow_cic_ids2017", split="full", streaming=True)
-- DuckDB: CVE-linked flows joined to the knowledge hub
SELECT f.dataset, c.cve_id, c.cvss_v3.base_score, c.in_kev, count(*) AS flows
FROM read_parquet('hf://datasets/mvd001/cyberset/network/net_cve_linked/*.parquet') f, unnest(f.cve_ids) AS u(cve)
JOIN read_parquet('hf://datasets/mvd001/cyberset/kb/vuln_kb.parquet') c ON c.cve_id = u.cve
GROUP BY ALL ORDER BY flows DESC LIMIT 10;
More in examples/: quickstart.py (every config, DuckDB over hf://, code ↔ code_graphs join on sample_id,
net_flow ↔ kb_vuln via cve_ids, label-confidence filtering, a code_graphs row → PyTorch Geometric Data) and
quickstart.ipynb. All snippets were run against this repo.
Licence (license: other)
There is no single licence: each config (and each row, via source_license) follows its upstream source. Summary — full table under
Licenses and in LICENSE.md:
| configs | terms |
|---|---|
kb_* |
CVE Program Terms of Use, NVD (US Gov; "This product uses data from the NVD API but is not endorsed or certified by the NVD."), OSV per ecosystem (Ubuntu CC-BY-SA-4.0), GHSA CC-BY-4.0, MITRE CWE / CAPEC / ATT&CK terms, CISA KEV, FIRST EPSS (attribution), Exploit-DB IDs only, ET Open rule metadata (BSD / GPLv2 per sid) |
code, code_label_conflicts, code_graphs, code_graph_* |
per-row source_license: CVEfixes / MoreFixes / CrossVul / Draper CC-BY-4.0, PrimeVul / Big-Vul MIT, Juliet public domain; the functions keep their upstream project licences (repo_url); Joern (Apache-2.0) is only the tool |
code_megavul_* |
GPL-3.0 (share-alike) — code/gpl/megavul/LICENSE |
code_restricted_index, net_restricted_index_unsw_nb15 |
IDs / hashes / labels only — rebuild the content locally from the upstream datasets under their terms |
net_flow_iot23, net_flow_ctu13 |
CC BY (Stratosphere Lab) |
net_flow_cic_ids2017, net_flow_cse_cic_ids2018, net_flow_cse_cic_ids2018_pcap_ids, net_flow_cic_ids2017_pcap_ids |
UNB CIC research terms (cite Sharafaldin 2018; Engelen 2021 for 2017) |
net_flow_nf_uq_nids_v2 (and therefore net_flow) |
NON-COMMERCIAL research use only (UQ "Permitted Re-Use with Commercial Use Restriction") |
net_flow_maccdc, _darpa1999, _nccgroup_f5_honeypot, _container_honeypot_raid2023, _first2015_netforensics, _exploit_pcap, net_cve_linked, net_alert |
no explicit upstream licence — derived flow features / alerts and labels only, no pcaps or payloads |
Differences from the bucket
network/net_flow/**andnetwork/net_cve_linked/:feat_nativeis stored aslist<struct<key: string, value: string>>instead of Arrowmap<string,string>(🤗datasetshas no map type); same entries, same order. The big partitions (cic_ids2017, cse_cic_ids2018, ctu13, iot23, nf_uq_nids_v2) also get adatasetcolumn so that allnet_flowfiles share one schema. Everything else in those files is unchanged (row order, values, zstd, 100k-row groups). In DuckDB,map_from_entries(feat_native)gives the map back.- Repo-only files:
network/net_cve_linked/part-0.parquet(141,097 CVE-linked flows),LICENSE.md,examples/, this card, andscripts/publish/helpers for the repo.network/README.mdhas one extra note on thefeat_nativerepresentation. Everything else is byte-identical to the bucket. - The bucket's
README.mdis replaced by this card (its content is reproduced below).
Layout
| Path | What | Size |
|---|---|---|
kb/ |
knowledge hub: vuln_kb, weakness_kb, capec_kb, attack_kb, taxonomy_map, ids_rules (Parquet, zstd) |
85.0 MB |
code/code_sample/language=<lang>/ |
deduplicated function/file-level vulnerable + non-vulnerable code, public sources only | 938.7 MB |
code/restricted_index/source_dataset=<ds>/ |
IDs, hashes and labels only (no code) for DiverseVul, ReposVul, CleanVul, Devign | 66.1 MB |
code/gpl/megavul/ |
GPL-3.0 (share-alike) MegaVul C/C++ + Java functions not already in code_sample, overlap_map.parquet, LICENSE |
110.1 MB |
code/label_conflicts.parquet |
every sample whose sources disagree on the label, with all votes and the resolution | 1.8 MB |
code/STATS.md |
code-tier row counts, dedup and conflict statistics | |
graphs/code_graph/language=*/split=*/shard-*.parquet |
Joern v4.0.645 code graphs (AST/CFG/CDG/DDG/PDG/CALL) of the public code_sample functions | Apache-2.0 tool; graphs follow each row's source_license |
graphs/graph_status/, graphs/vocab/, graphs/README.md, graphs/STATS.md |
per-function graph outcome, node-type/token/edge-type vocabularies, graph schema and statistics | |
network/net_flow/dataset=<ds>/ |
harmonised network flows (features + labels) for CIC-IDS2017, CSE-CIC-IDS2018, NF-UQ-NIDS-v2, CTU-13, IoT-23, plus CVE-linked flows from Suricata over public pcaps (CSE-CIC-IDS2018 and CIC-IDS2017 pcaps, MACCDC, DARPA 1999, WRCCDC, FIRST 2015, F5 / container honeypots) and CVE-tagged exploit pcaps | 20,366.0 MB |
network/net_alert/dataset=<ds>/ |
Suricata ET Open alerts on the published pcap-derived flows (one row per flow × rule; sid, rule CVEs, metadata) | 7.0 MB |
network/restricted_index/ |
UNSW-NB15 flow IDs + labels + GT CVE ids only, and rebuild_unsw_nb15.py |
43.0 MB |
network/net_capture.parquet, network/README.md, network/STATS.md |
per-capture summary, network schema/protocol docs, network statistics | |
network/net_cve_linked/ |
repo only: the CVE-linked subset of net_flow (all datasets, with a dataset column) |
5.7 MB |
README.md, LICENSE.md, CITATIONS.bib, sources.yaml, scripts/, examples/ |
this card, per-config licences, citations, download manifest with sha256s, full rebuild code, loading examples |
Query directly, e.g. with DuckDB:
SELECT language, is_vulnerable, count(*) FROM read_parquet('hf://datasets/mvd001/cyberset/code/code_sample/*/*.parquet', hive_partitioning=true) GROUP BY ALL;
(or hf download mvd001/cyberset --repo-type dataset --local-dir ./cyberset and read locally).
Knowledge hub (kb/)
vuln_kb has one row per CVE (400,870 rows, rejected CVEs kept with cve_state='REJECTED') joining CVE List V5, NVD (CVSS v2/v3/v4, CWE, CPE),
OSV + GHSA (ecosystems, fix commits with a heuristic score), CWE→CAPEC→ATT&CK closure, CISA KEV, EPSS, Exploit-DB (exploitdb_ids only) and the
ET Open reference:cve index (ids_signatures: sid / msg / classtype, no rule bodies). Other tables: weakness_kb (CWE 4.20), capec_kb (CAPEC 3.9),
attack_kb (ATT&CK Enterprise 19.2), taxonomy_map (CWE→CAPEC→ATT&CK closure + 25 curated network attack families with dataset label aliases),
ids_rules (72,048 ET Open rules: metadata + CVE refs). Every table has a source_license column. Full column list and coverage statistics:
scripts/README_hub.md and scripts/STATS_hub.md.
Code tier (code/code_sample)
2,212,564 rows — 299,716 vulnerable, 1,912,848 non-vulnerable — partitioned by language. One row per unique normalised function
(or file, where a source only has files and no function could be found).
Schema
| column | meaning |
|---|---|
sample_id |
sha256 of the normalised code (comments stripped string-aware, whitespace collapsed; identifiers kept). Primary key. Same as code_normalized_hash. |
language, language_detail |
partition language (c_cpp, java, python, php, javascript, …) and finer detail (c, cpp, c_or_cpp, …) |
granularity |
function or file |
code, code_sha256 |
original code of the primary origin, and sha256 of that raw text |
near_dup_cluster_id, near_dup_cluster_size |
MinHash-LSH cluster (token 5-grams, 128 splitmix64-seeded hash functions, 16 bands × 8 rows, edges kept if estimated Jaccard ≥ 0.8; id = smallest member sample_id) |
is_cluster_representative |
one row per (cluster, split) — filter on it to train without near-duplicates |
near_dup_of_test |
train row whose near-dup cluster also has a test member (possible leakage; drop for strict evaluation) |
project, repo_url, commit_sha, commit_date, date_source |
provenance; date_source = commit or cve_published (fallback via the hub) |
file_path, func_name, start_line, end_line |
location (when the source provides it) |
is_vulnerable, vuln_lines |
resolved label; vuln_lines (Big-Vul only) are deleted-line numbers within the function |
pair_id, pair_role |
links vulnerable ↔ patched versions; pair_role ∈ vuln, fix (post-fix version, not vulnerable), unrelated_in_commit (unchanged function from a fixed file) |
cve_ids, cwe_ids, cve_link_source, cwe_link_source |
union over all origins; hub_fix_commit / hub_cve = filled in from kb/vuln_kb (commit sha → CVE, CVE → CWE) |
label_source, label_confidence, label_conflict, confidence_notes, cleanvul_score |
label provenance (below) |
origins |
list of every source record with this exact normalised code: dataset, original_id, original_label, label_source, label_confidence, is_vulnerable, source_split (includes ID-only sources) |
n_origins, n_datasets, primary_source |
how many source records / datasets share this code; which one supplied code and metadata |
source_license |
license of the primary source (the code itself keeps its upstream project license — see below) |
split, split_strategy |
train / val / test and how it was assigned (below) |
source_extra |
small JSON blob of source-specific fields (e.g. PrimeVul hash, Big-Vul CVSS, MoreFixes fix score) |
Label provenance and confidence
label_source |
used for | base confidence |
|---|---|---|
prime_vul |
PrimeVul (one-function / NVD-description-matched fixes) | vuln 0.90 · paired fix 0.85 · other benign 0.70 |
nvd_patch_commit |
CVEfixes, MoreFixes, CrossVul, Big-Vul (functions changed by a CVE fix commit) | vuln 0.65 (+0.05 if the commit changed exactly one function) · fix 0.60 · unrelated_in_commit 0.50; −0.30 for test/vendor/minified paths; MoreFixes −0.25 when its fix score < 65; CrossVul file-level rows −0.15 |
synthetic |
Juliet C/C++ 1.3 (bad* vs good* functions) |
1.0 (but synthetic style — models overfit to it) |
static_analyzer |
Draper VDISC (flawfinder/cppcheck/clang SA labels) | vuln 0.35 · not flagged 0.30 |
| ID-only sources (restricted_index) | diversevul_commit 0.60/0.50, reposvul_untangled 0.70/0.60 (vuln, by llm+static check) 0.50 (unchanged), manual_commit_review (Devign) 0.80/0.75, llm_heuristic (CleanVul) by score 4:0.80 3:0.70 2:0.45 1:0.30 0:0.15 |
Resolution for a sample_id seen in several records: every record votes with its confidence (CleanVul does not vote; it is only a confidence
signal). The label with the highest single confidence wins (ties: higher summed confidence, then vulnerable). Agreement of ≥2 datasets adds +0.05
(cap 0.97); a conflict sets label_conflict=true and confidence = winner − 0.5 × best loser. CleanVul score ≥3 on the vulnerable version adds
+0.10, ≤1 subtracts 0.20. All conflicts are in code/label_conflicts.parquet. Recommended filters: label_confidence >= 0.6 for supervised
training, label_source <> 'static_analyzer' and <> 'synthetic' for real-world evaluation.
Splits
- PrimeVul official split kept intact (
split_strategy='primevul_official'): any sample present in PrimeVul keeps PrimeVul's train/valid/test (valid →val); PrimeVul test is the protected external benchmark. - Draper VDISC keeps its official split (
draper_official); Juliet is split 80/10/10 per test case (testcase_random, good/bad of one case together). - All other real-world rows: time-ordered, project-disjoint (
project_time): projects are ordered by the median date of their rows; the most recent projects filltest(≈10 % of rows), the nextval(≈10 %), the resttrain. Projects holding >3 % of rows (e.g. the Linux kernel) are forced into train. Rows without a project fall back to pure time (time: ≥2023-01-01 test, 2022 val). Vulnerable/fixed pairs never straddle splits, except 13 pairs whose members PrimeVul itself put in different official splits (kept as-is so PrimeVul's split stays intact).
Statistics
See code/STATS.md for the full tables. Headline numbers:
- source records staged: 3,317,124; unique normalised samples: 2,439,384 (exact duplicates removed: 877,740)
- label conflicts: 21,379 samples (21,058 of them in the public table)
- near-dup: 1,919,546 clusters over 2,212,564 public rows; 469,522 rows sit in non-singleton clusters; 85,822 train rows are near-dups of a test row
MegaVul — GPL-3.0 folder (code/gpl/megavul/)
⚖️ GPL-3.0 (copyleft / share-alike) — everything under
code/gpl/megavul/. This folder is derived from MegaVul (Ni et al., MSR '24), which is released under the GNU General Public License v3.0. If you redistribute this folder, a modified version of it, or a dataset that incorporates it, you must do so under GPL-3.0 (include the licence text, keep the notices, and make the corresponding source available). It is kept apart from the permissively-licensedcode/code_sample/so that the rest of the bucket can be used without these terms. Licence text:code/gpl/megavul/LICENSE. Citeni2024megavul(CITATIONS.bib).
What it is. MegaVul 2024-04 (CVE-linked fix commits crawled from 28 git hosting sites; function-level). Read from megavul_simple.json
(+ commit dates / CVSS from cve_with_graph_abstract_commit.json) for C/C++ and Java; the Joern graph zips were not downloaded.
| language | MegaVul functions | vulnerable | non-vulnerable | rows staged (vuln + patched + unchanged) | already in code/code_sample (sample_ids) |
published here | of which vulnerable |
|---|---|---|---|---|---|---|---|
| c_cpp | 353,873 | 17,975 | 335,898 | 371,844 | 159,209 | 195,772 | 8,305 |
| java | 41,949 | 2,433 | 39,516 | 44,382 | 6,202 | 36,501 | 1,335 |
Mapping to code_sample. Same columns as code/code_sample (plus near_dup_in_public_tier), so the two can be unioned with
union_by_name=true. Each MegaVul vulnerable function gives two rows sharing a pair_id: func_before → is_vulnerable=true,
pair_role='vuln' (vuln_lines = removed lines of MegaVul's diff_func, numbered within the function) and func (after the fix) →
pair_role='fix'; MegaVul's non-vulnerable functions → pair_role='unrelated_in_commit'. sample_id uses exactly the same normalisation and
sha256 as the main tier, so ids are directly comparable. label_source='nvd_patch_commit' with the main tier's confidences (vuln 0.65, +0.05 when the
commit changed one function; fix 0.60; unchanged 0.50; −0.30 for test/vendor paths), then the same multi-source resolution (votes from the
restricted index count, CleanVul is a signal only). source_license='GPL-3.0', primary_source='megavul'; origins[].original_id =
<language>:<index in megavul_simple.json>:<before|after|func>; source_extra keeps CVSS, CVE publish date, parent commit and MegaVul's graph path.
Deduplication. 176,892 MegaVul records (165,411 distinct sample_ids) were already in code/code_sample and are not republished
here; overlap_map.parquet maps each MegaVul id to that existing row (its split, cluster, primary source and label; MegaVul's label agrees for
173,633 records and disagrees for 3,259). The existing public rows were not modified (their origins do not list MegaVul;
use the map). Restricted-index samples that MegaVul also contains are published here with MegaVul's code, and the restricted labels appear in origins.
Near-duplicates and splits. MinHash-LSH exactly as in the main tier (signatures compared against every staged source, public and restricted;
edges at estimated Jaccard ≥ 0.8). A MegaVul row that is a near-duplicate of an existing sample takes that sample's near_dup_cluster_id
(near_dup_in_public_tier=true if the cluster has rows in code/code_sample): 42,349 rows. split_strategy='project_time': a project already
in the main tier keeps its split; new projects are split with the main tier's median-date cut-offs (test ≥ 2023-12-07, val ≥ 2022-05-04; projects with > 3 % of rows → train),
and vulnerable/fixed pairs never straddle splits (also when one half is already in the main tier). near_dup_of_test marks train rows whose cluster has a
test row here or in code/code_sample (5,076 rows); is_cluster_representative is only set where the main tier has no representative for that
(cluster, split). Because MegaVul's Java CVEs are recent, the Java split is val-heavy.
SELECT * FROM read_parquet(['hf://datasets/mvd001/cyberset/code/code_sample/*/*.parquet',
'hf://datasets/mvd001/cyberset/code/gpl/megavul/code_sample/*/*.parquet'], hive_partitioning=true, union_by_name=true);
Network tier (network/)
439,751,219 flows (90,639,991 benign/background, 349,111,228 malicious) from 13 public IDS datasets in one net_flow schema
(NetFlow-style feat_core, CICFlowMeter feat_cic, first-32-packet feat_pkt_seq), partitioned by dataset, with harmonised label_family
→ CWE/CAPEC/ATT&CK and ground-truth / IDS-signature CVE links. UNSW-NB15 (academic-only) is an ID+label index with a rebuild script.
No pcaps, payloads or malware. Details: network/README.md; statistics: network/STATS.md.
CVE-linked flows: 141,097 (246 distinct CVEs), up from 170 (2) — Suricata 7.0.10 + pinned ET Open
CVE rules over public pcaps (CSE-CIC-IDS2018, CIC-IDS2017 (day by day), MACCDC, DARPA 1999, WRCCDC, FIRST 2015, NCC Group F5 and RAID-2023 container honeypots; ids_signature, confidence 0.30–0.50, alerts in network/net_alert/) and CVE-tagged
exploit pcap collections (exploit_pcap, 0.6–0.95; the upstream repos have no licence, so only derived features and labels are published).
CIC-IDS2017 raw pcap coverage complete — all 5 days (Monday–Friday) — 2,091,241 published cic_ids2017 flows matched to the pcap now have UTC ts_start / ts_end and feat_pkt_seq.
| dataset | flows | malicious | licence |
|---|---|---|---|
| iot23 | 325,309,946 | 294,449,255 | CC BY (Stratosphere Lab) |
| nf_uq_nids_v2 | 75,987,976 | 50,822,681 | NON-COMMERCIAL research use only (UQ; cite Sarhan et al. + upstream) |
| ctu13 | 19,976,700 | 444,699 | CC BY (Stratosphere Lab) |
| cse_cic_ids2018 | 16,232,943 | 2,748,235 | UNB CIC research terms (AWS Open Data) |
| cic_ids2017 | 2,099,971 | 505,431 | UNB CIC research terms; Engelen et al. corrected flows |
| maccdc | 110,978 | 110,978 | no explicit licence (Netresec public share); derived features only |
| nccgroup_f5_honeypot | 11,248 | 11,248 | no licence file (NCC Group GitHub); derived features only |
| cse_cic_ids2018_pcap_ids | 10,626 | 10,626 | UNB CIC research terms (AWS Open Data); Suricata-derived |
| container_honeypot_raid2023 | 6,429 | 6,429 | no explicit licence (Netresec share; Spahn et al. 2023); derived features only |
| exploit_pcap | 3,993 | 1,237 | no upstream licence — derived flow features + labels only, no pcaps/payloads |
| darpa1999 | 366 | 366 | MIT LL public release (no explicit licence); derived features only |
| first2015_netforensics | 42 | 42 | no explicit licence (Netresec mirror); derived features only |
| cic_ids2017_pcap_ids | 1 | 1 | UNB CIC research terms; Suricata-derived |
| unsw_nb15 (restricted_index) | 2,797,720 | 485,956 | academic-only — IDs/labels only |
⚠️ NON-COMMERCIAL RESEARCH USE ONLY —
network/net_flow/dataset=nf_uq_nids_v2/. NF-UQ-NIDS-v2 (University of Queensland, licence "Permitted Re-Use with Commercial Use Restriction") is derived from UNSW-NB15, BoT-IoT and ToN-IoT (academic-only datasets from UNSW Canberra) and CSE-CIC-IDS2018. Commercial use requires the authors' agreement. If you use it you must cite Sarhan, Layeghy & Portmann (2022) and the upstream papers: Moustafa & Slay 2015 (UNSW-NB15), Koroniotis et al. 2019 (BoT-IoT), Moustafa 2021 / Alsaedi et al. 2020 (ToN-IoT) and Sharafaldin et al. 2018 (CSE-CIC-IDS2018) — BibTeX keyssarhan2022nfv2,nfuqnidsv2data,moustafa2015unswnb15,koroniotis2019botiot,moustafa2021toniot,alsaedi2020toniot,sharafaldin2018cicidsinCITATIONS.bib.
Graph tier (graphs/)
Joern v4.0.645 (Apache-2.0) code graphs for the public code/code_sample functions: six representations per function
(AST, CFG, CDG, DDG, PDG, CALL) as integer node lists (type, token vocab ids, relative line) and int32 [src, dst, etype] edge lists,
zstd Parquet partitioned by language and split, joined on sample_id. Vocabularies are in graphs/vocab/; per-function outcomes are in
graphs/graph_status/. Status as of 2026-10-04 07:22 IST: complete. 2,004,425 functions graphed (5.61 GB):
| group | planned | graphed |
|---|---|---|
| p1_vuln_pairs | 202,421 | 158,254 |
| p2_realworld | 436,806 | 398,115 |
| p3_bigvul | 70,553 | 68,580 |
| p4_juliet | 236,260 | 236,226 |
| p5_draper | 1,266,524 | 1,143,250 |
Details: graphs/README.md (schema, reprs, construction, limitations) and graphs/STATS.md.
Licenses
Per-row source_license names the license of the dataset that supplied the row.
| Source | License | In this dataset |
|---|---|---|
| CVE List V5 | CVE Program Terms of Use | kb |
| NVD | US Gov public data — This product uses data from the NVD API but is not endorsed or certified by the NVD. | kb |
| OSV | per ecosystem (CC-BY-4.0 / CC0 / Apache-2.0 / MIT; Ubuntu records CC-BY-SA-4.0, flagged in source_license) |
kb |
| GHSA | CC-BY-4.0 | kb |
| MITRE CWE / CAPEC / ATT&CK | MITRE terms of use (royalty-free; © The MITRE Corporation) | kb |
| CISA KEV | US Gov public | kb |
| EPSS | FIRST EPSS terms (attribution) | kb |
| Exploit-DB | GPL-2.0-or-later | EDB IDs + CVE links only |
| ET Open | BSD / GPLv2 per sid | rule metadata only |
| CVEfixes v1.0.8 | CC-BY-4.0 (data), MIT (code) | code |
| MoreFixes (dump 2026-06-20) | CC-BY-4.0 on Zenodo; tool MIT/Apache-2.0; reuses NVD/GHSA | code |
| CrossVul 2.0 | CC-BY-4.0 | code |
| PrimeVul | MIT | code |
| Big-Vul (MSR'20) | MIT | code |
| Draper VDISC | CC-BY-4.0 | code |
| Juliet C/C++ 1.3 (NIST SARD) | public domain (17 USC 105) | code |
| DiverseVul | no license | IDs/hashes/labels only |
| ReposVul | no license | IDs/hashes/labels only |
| CleanVul | no license | IDs/hashes/labels/scores only |
| Devign (CodeXGLUE) | C-UDA | IDs/hashes/labels only |
| MegaVul (2024-04) | GPL-3.0 (copyleft / share-alike) | code, separate folder code/gpl/megavul/ only |
| CIC-IDS2017 (Engelen et al. 2021 corrected flows) | UNB CIC research terms; cite Sharafaldin 2018 + Engelen 2021 | network (flow features + labels; via unofficial HF mirror) |
| CSE-CIC-IDS2018 (AWS Open Data) | UNB CIC research terms; cite Sharafaldin 2018 | network (flow features + labels) |
| NF-UQ-NIDS-v2 (UQ RDM) | UQ 'Permitted Re-Use with Commercial Use Restriction' (non-commercial, attribution) | network (flow features + labels) |
| CTU-13 (Stratosphere) | CC BY | network (flows, pcap-derived packet sequences; no pcaps) |
| IoT-23 (Stratosphere) | CC BY | network (Zeek flows + labels) |
| UNSW-NB15 | academic / research use only | flow IDs + labels + GT CVE ids only |
Upstream code licenses. The functions themselves come from open-source projects (Linux, FFmpeg, QEMU, Chromium, …) and keep those projects'
licenses (GPL, LGPL, Apache, MIT, …). Use repo_url to look them up and honour them if you redistribute.
Rebuilding the restricted parts. restricted_index lets you re-attach code locally: download DiverseVul / ReposVul / CleanVul / Devign
yourself, run scripts/code/ingest_diversevul.py / ingest_restricted.py, and join on (source_dataset, original_id) or sample_id.
Known limitations
- Weak ATT&CK links.
attack_techniquescome from MITRE's sparse, coarse CAPEC→ATT&CK mappings via the CWE→CAPEC closure (54.9 % of non-rejected CVEs get any technique). Treat them as weak labels. - Fix commits are skewed toward Linux kernel backports. The same kernel fix appears on kernel.org stable, torvalds/linux and GitHub mirrors (mirrors are not merged), so commit-based sources over-represent the kernel. The kernel is forced into the train split.
- Unreviewed GHSA entries. GHSA includes unreviewed mirrors of NVD records; only 8.2 % of non-rejected CVEs are GitHub-reviewed (
ghsa_reviewed). - Commit-mined labels are noisy. Not every function changed by a fix commit is vulnerable (PrimeVul measured 25–50 % label accuracy on older
datasets). Use
label_confidence,label_sourceand the conflicts table. - Synthetic and static-analyser data (Juliet, Draper) have very different distributions from real code; Draper labels are analyser output.
- Missing metadata. PrimeVul's paper release has no repo URL/dates (CVE linked via the hub by commit sha where possible); Draper and Devign have
no CVEs; dates fall back to CVE publication dates (
date_source). - Dropped rows. Functions > 100,000 characters and minified code (average line > 400 characters) are dropped; empty/trivial bodies too.
- MegaVul is GPL-3.0 and lives only in
code/gpl/megavul/(not merged intocode/code_sample). OSV Ubuntu data is share-alike (CC-BY-SA-4.0). - Near-dup clustering uses LSH with star-linked buckets; a few unrelated samples may be chained into one cluster.
- Graph tier: functions are parsed one by one without headers/build context (unresolved types, no macro expansion, CALL edges end at callee stubs, intra-procedural data flow only);
tokenholds types rather than identifier names/literal values; functions Joern cannot recover a method from (fragmentary source records, header-less C++) areno_graphingraphs/graph_status/; languages without a Joern frontend (objc, scala, lua, shell, perl, …) are not graphed. Seegraphs/README.md. - Network tier: CIC-IDS2017 is from an unofficial mirror of the corrected CSVs (timestamps damaged); CSE-CIC-IDS2018 is the original, uncorrected CIC output (some S3 day files are truncated at 1,048,575 rows); NF-UQ-NIDS-v2 has no timestamps and is re-extracted from UNSW-NB15/BoT-IoT/ToN-IoT/CSE-CIC-IDS2018 pcaps (do not train on NF-CSE-CIC-IDS2018-v2 and test on cse_cic_ids2018); CTU-13 Background flows are unverified (benign, confidence 0.4);
feat_pkt_seqexists only for CTU-13 infected-host flows (label leak if used as a feature across classes);ids_signatureCVE links are weak. Seenetwork/README.md. - Same-dataset conflicts. Many conflicts are within one fix database (e.g. CVEfixes vs CVEfixes): a commit that only touched comments/whitespace
makes the 'before' and 'after' versions identical after normalisation, or the same function text is 'before' in one fix and 'after' in another.
These rows keep the higher-confidence label with reduced confidence and
label_conflict=true; filter them out for clean training. - CVEfixes metadata DB. This build's CVEfixes run used metadata salvaged from a partial load (no
cwe_classification, so CVEfixes CWEs come from the hub via CVE → CWE).scripts/code/load_cvefixes_meta.py(the rebuild path) also keepscwe_classification, so a rebuild may add a few CWEs.
Skipped sources in this build
- cic_ids2017_pcap (https://cicresearch.ca/CICDataset/CIC-IDS-2017/): registration form (regForm -> insert.php) required; direct .../Dataset/CIC-IDS-2017/PCAPs/ links redirect to https://www.unb.ca/cic/datasets/index.html
- cic_ids2017 (https://intrusion-detection.distrinet-research.be/CNS2022/Datasets/CICIDS2017_improved.zip): server accepts TCP but drops every TLS handshake from this host (curl: TLS connect error, unexpected eof; retried 3x between 12:50 and 13:25 IST); HTTP redirects to https. Used unofficial HF mirror bvk/CICIDS-2017@b9515d5c instead
- cse_cic_ids2018 (https://intrusion-detection.distrinet-research.be/CNS2022/Datasets/CSECICIDS2018_improved.zip): same TLS failure as CICIDS2017_improved.zip (9.7 GB)
- unsw_nb15_pcap (https://unsw-my.sharepoint.com/:f:/g/personal/z5025758_ad_unsw_edu_au/EvBTaetotpdGnW7rJQ8fCvYBh8063CNeY9W33MpRsarJaQ): pcaps (~100 GB) not needed: UNSW-NB15 is academic-only so only IDs/labels are published; CSV+GT suffice for the restricted index
- iot23_full (https://mcfp.felk.cvut.cz/publicDatasets/IoT-23-Dataset/iot_23_datasets_full.tar): full pcaps skipped by instruction (flows-only: iot_23_datasets_small.tar.gz)
- ctu13_s10_pcap (https://mcfp.felk.cvut.cz/publicDatasets/CTU-13-Dataset/CTU-13-Dataset.tar.bz2 (member 10/*.pcap)): 70.7 GB botnet pcap of scenario 10 not extracted (disk); scenario 10 has binetflow features/labels but no feat_pkt_seq / Suricata SIDs
- cse_cic_ids2018_pcap (s3://cse-cic-ids2018/Original Network Traffic and Log data/Tuesday-20-02-2018/pcap.rar): skipped: 44.4 GB RAR archive (no random access to members over HTTP range; would need the whole archive on disk)
- skipped_cve_pcap_sources (https://www.netresec.com/?page=ISTS): skipped: Netresec page marks the download 'temporarily unavailable'
- skipped_cve_pcap_sources (https://github.com/ptresearch/AttackDetection): skipped: no pcaps in the repository (rules + exploit code only) and a restrictive personal / non-commercial licence; clone deleted
- skipped_cve_pcap_sources (https://github.com/fajarsajid/suricata-detections): skipped: its only real capture is a malware-traffic-analysis.net redistribution; other pcaps are produced by a generator script (not run)
- skipped_cve_pcap_sources (https://www.malware-traffic-analysis.net/): skipped by policy: password-protected archives that bundle live malware
- skipped_cve_pcap_sources (https://contagiodump.blogspot.com/): skipped by policy: password-protected zips containing real malware
- skipped_cve_pcap_sources (https://media.defcon.org/): skipped: multi-GB RAR archives without range-streamable members; CTF traffic is not CVE-tagged
- skipped_cve_pcap_sources (https://cloudstor.aarnet.edu.au/plus/index.php/s/2DhnLGDdEECo4ys?path=%2FUNSW-NB15%20-%20pcap%20files): skipped: academic-only dataset; its GT CVE links are already in network/restricted_index (no change needed)
- skipped_cve_pcap_sources (https://archive.ll.mit.edu/ideval/data/1998data.html): not processed this run (DARPA 1999 used; 1998 is the same testbed, older)
Rebuild
sources.yaml lists every downloaded file (URL, version, size, sha256, license; code-tier raw files were deleted after processing to save disk).
scripts/run_all.sh rebuilds the hub; scripts/code/run_code_tier.sh re-downloads and rebuilds the code tier; scripts/net/ (netfetch.py, ingest_*.py, ctu13_pcapjoin.py, suricata_pass.sh, index_unsw.py, make_network_docs.py) rebuilds the network tier and scripts/net/ids/ (make_ruleset.py, make_suricata_conf.py, run_cse2018.py, run_pcap_urls.py, run_exploit_pcaps.py, build_unit.py, relabel_family.py) its Suricata / exploit-pcap CVE-linked traffic; scripts/publish/ exports and syncs.
Citation
Cite the upstream datasets you use — BibTeX for every source is in CITATIONS.bib. To cite cyberset itself:
@misc{mvd001_2026cyberset,
author = {{mvd001}},
title = {cyberset: a unified security ML dataset (knowledge hub, vulnerable/patched code, code graphs, network flows)},
year = {2026},
howpublished = {Hugging Face dataset \url{https://huggingface.co/datasets/mvd001/cyberset}}
}
- Downloads last month
- 315