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Datasets:
fenar
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sec_ops

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Cluster
stringclasses
8 values
Namespace
stringclasses
4 values
Policy Violations
int64
0
6
Suspicious Process Executions
int64
0
1
Image Vulnerabilities
int64
0
18
Service Configurations
stringclasses
3 values
Service Reachability
stringclasses
2 values
NEP Vulnerabilities
int64
0
5
RBAC Configuration
stringclasses
3 values
Protocol Anomalies
int64
0
1
Routing Table Changes
int64
0
1
DoS Attacks
int64
0
2
Firewall Events
int64
0
3
Authentication Failures
int64
0
3
Authorization Failures
int64
0
1
SSL/TLS Certificate Expiry
int64
0
1
NTP Synchronization
int64
0
1
Unauthorized Device Inventory
int64
0
1
Backup Integrity
int64
0
1
NMS Alerts
int64
0
3
Risk Score
float64
4
84
5G_RAN_Cluster_eu-west1
ericsson
5
1
7
Good
Internal
5
Low
0
0
2
2
0
0
0
0
0
1
2
48
5G_Core_Cluster_eu-west1
ericsson
0
0
4
Good
Internal
0
High
0
0
0
0
0
0
0
0
0
0
0
14
5G_RAN_Cluster_us-east1
nokia
4
1
4
Average
Internal
4
Medium
0
0
2
2
1
0
0
0
0
0
2
40.5
5G_Core_Cluster_ap-southeast1
nokia
3
0
9
Good
Internal
3
Low
0
0
2
2
1
0
1
0
0
0
2
46.5
5G_Core_Cluster_us-west2
ericsson
0
0
5
Good
Internal
0
Medium
0
0
0
0
0
0
0
0
0
0
0
15
5G_Core_Cluster_us-west2
ericsson
2
0
17
Average
Internal
2
Low
0
0
0
0
0
0
1
0
0
0
0
49
5G_RAN_Cluster_eu-west1
nokia
1
0
9
Poor
Internal
0
Low
0
0
0
0
1
0
1
0
0
0
0
30
5G_Core_Cluster_ap-southeast1
huawei
0
0
12
Good
External
0
High
1
1
1
2
1
0
1
0
0
0
2
46
5G_RAN_Cluster_us-east1
ericsson
0
0
0
Good
External
0
Low
1
1
1
2
3
1
0
0
0
0
2
20
5G_Core_Cluster_eu-west1
huawei
2
0
12
Average
Internal
2
Low
0
0
0
0
1
0
1
0
0
0
0
40
5G_RAN_Cluster_ap-southeast1
nokia
2
0
7
Good
Internal
2
Low
0
0
0
0
3
1
0
0
0
0
0
29
5G_RAN_Cluster_us-east1
huawei
4
1
5
Average
Internal
4
Medium
0
0
2
2
0
0
0
1
0
1
2
43.5
5G_RAN_Cluster_eu-west1
huawei
2
0
11
Poor
External
1
High
1
1
1
2
1
0
1
0
0
0
2
51.5
5G_Core_Cluster_ap-southeast1
huawei
3
0
5
Poor
Internal
2
Medium
0
0
2
2
1
0
0
0
0
0
2
37
5G_RAN_Cluster_us-east1
nokia
4
1
7
Average
Internal
4
Medium
0
0
2
2
0
0
0
0
0
0
2
45.5
5G_RAN_Cluster_eu-west1
ericsson
4
1
3
Good
Internal
4
Medium
0
0
2
2
0
0
0
0
0
0
2
36.5
5G_Core_Cluster_us-west2
nokia
4
1
3
Good
Internal
4
Low
0
0
2
2
0
0
0
0
0
0
2
35.5
5G_RAN_Cluster_us-west2
nokia
5
1
2
Good
Internal
5
Low
0
0
2
2
0
0
0
0
0
0
2
37
5G_RAN_Cluster_ap-southeast1
ericsson
1
0
9
Good
Internal
1
Medium
0
0
0
0
3
1
1
0
0
0
0
33.5
5G_Core_Cluster_eu-west1
ericsson
2
0
3
Good
Internal
2
Medium
0
0
0
0
0
0
0
0
0
0
0
18
5G_RAN_Cluster_us-east1
huawei
3
0
10
Average
Internal
3
High
0
0
2
2
0
0
1
0
0
0
2
50.5
5G_Core_Cluster_ap-southeast1
ericsson
1
0
0
Good
External
1
Medium
1
1
1
2
1
0
0
0
0
0
2
21.5
5G_RAN_Cluster_us-east1
huawei
3
0
6
Poor
Internal
2
High
0
0
2
2
1
0
0
0
0
0
2
40
5G_RAN_Cluster_us-east1
huawei
4
1
8
Poor
External
3
Low
1
1
2
3
0
0
0
0
0
0
3
53
5G_RAN_Cluster_us-west2
mavenir
1
0
9
Average
Internal
1
High
0
0
0
0
0
0
1
0
0
0
0
31.5
5G_RAN_Cluster_eu-west1
nokia
1
0
5
Good
External
1
Low
1
1
1
2
1
0
0
0
1
0
2
31.5
5G_Core_Cluster_us-west2
huawei
2
0
9
Good
Internal
2
Medium
0
0
0
0
1
0
1
1
0
0
0
35
5G_Core_Cluster_eu-west1
huawei
3
0
6
Poor
Internal
2
Medium
0
0
2
2
0
0
0
0
0
0
2
38
5G_Core_Cluster_us-east1
huawei
5
1
9
Poor
External
4
Medium
1
1
2
3
0
0
1
0
0
0
3
62.5
5G_RAN_Cluster_us-east1
ericsson
1
0
11
Average
Internal
1
Low
0
0
0
0
0
0
1
0
0
0
0
33.5
5G_RAN_Cluster_ap-southeast1
nokia
1
0
5
Average
Internal
1
High
0
0
0
0
3
1
0
0
0
0
0
24.5
5G_RAN_Cluster_eu-west1
mavenir
1
0
1
Average
Internal
1
Medium
0
0
0
0
1
0
0
0
0
0
0
12.5
5G_RAN_Cluster_eu-west1
huawei
5
1
6
Good
Internal
5
Medium
0
0
2
2
2
1
0
0
0
0
2
49
5G_Core_Cluster_eu-west1
ericsson
1
0
12
Average
Internal
1
Medium
0
0
0
0
0
0
1
0
0
0
0
36.5
5G_Core_Cluster_eu-west1
mavenir
1
0
0
Average
Internal
1
Low
0
0
0
0
0
0
0
0
1
0
0
9.5
5G_Core_Cluster_us-west2
ericsson
3
0
2
Good
Internal
3
Medium
0
0
2
2
0
0
0
0
0
0
2
29.5
5G_Core_Cluster_us-west2
nokia
3
0
15
Poor
Internal
2
Low
0
0
2
2
1
0
1
0
0
0
2
59
5G_Core_Cluster_us-west2
mavenir
6
1
7
Poor
Internal
5
High
0
0
2
2
1
0
0
0
0
0
2
54
5G_RAN_Cluster_us-west2
huawei
1
0
11
Poor
Internal
0
Medium
0
0
0
0
0
0
1
0
0
0
0
34
5G_RAN_Cluster_ap-southeast1
huawei
1
0
2
Poor
Internal
0
Medium
0
0
0
0
0
0
0
0
0
0
0
13
5G_RAN_Cluster_eu-west1
nokia
1
0
16
Good
Internal
1
Medium
0
0
0
0
2
1
1
0
0
0
0
46.5
5G_Core_Cluster_us-east1
mavenir
5
1
1
Good
External
5
Low
1
1
2
3
1
0
0
0
0
0
3
43
5G_RAN_Cluster_ap-southeast1
huawei
3
0
10
Average
Internal
3
Low
0
0
2
2
0
0
1
0
0
0
2
48.5
5G_RAN_Cluster_us-east1
huawei
2
0
0
Good
Internal
2
Medium
0
0
0
0
3
1
0
1
0
0
0
17
5G_RAN_Cluster_eu-west1
huawei
0
0
0
Average
Internal
0
Low
0
0
0
0
0
0
0
1
0
0
0
6
5G_RAN_Cluster_eu-west1
mavenir
2
0
14
Average
Internal
2
Medium
0
0
0
0
0
0
1
0
0
0
0
44
5G_RAN_Cluster_ap-southeast1
nokia
2
0
1
Good
External
2
Medium
1
1
1
2
0
0
0
0
0
0
2
26
5G_RAN_Cluster_us-west2
ericsson
2
0
15
Good
Internal
2
High
0
0
0
0
1
0
1
0
0
0
0
47
5G_Core_Cluster_us-west2
nokia
2
0
8
Average
Internal
2
Low
0
0
0
0
0
0
0
0
0
0
0
28
5G_RAN_Cluster_us-west2
nokia
4
1
1
Good
Internal
4
Low
0
0
2
2
0
0
0
0
0
0
2
31.5
5G_Core_Cluster_eu-west1
mavenir
3
0
3
Poor
External
2
Medium
1
1
2
3
0
0
0
0
0
0
3
39
5G_Core_Cluster_eu-west1
mavenir
4
1
9
Poor
External
3
Low
1
1
2
3
0
0
1
0
0
0
3
58
5G_RAN_Cluster_eu-west1
nokia
4
1
8
Good
External
4
Low
1
1
2
3
1
0
0
0
0
0
3
53.5
5G_Core_Cluster_ap-southeast1
mavenir
1
0
12
Good
Internal
1
High
0
0
0
0
1
0
1
0
1
0
0
38.5
5G_RAN_Cluster_us-east1
huawei
4
1
1
Good
External
4
Medium
1
1
2
3
3
1
0
1
0
0
3
44.5
5G_Core_Cluster_eu-west1
mavenir
2
0
0
Average
Internal
2
Low
0
0
0
0
2
1
0
0
0
0
0
15
5G_Core_Cluster_us-west2
ericsson
1
0
0
Good
Internal
1
Low
0
0
0
0
0
0
0
0
0
0
0
7.5
5G_Core_Cluster_us-east1
nokia
2
0
8
Poor
Internal
1
Medium
0
0
0
0
0
0
0
0
0
0
0
28.5
5G_RAN_Cluster_eu-west1
mavenir
1
0
10
Good
Internal
1
Low
0
0
0
0
1
0
1
0
1
0
0
32.5
5G_RAN_Cluster_us-east1
ericsson
0
0
2
Good
Internal
0
Low
0
0
0
0
1
0
0
0
0
0
0
9
5G_RAN_Cluster_us-west2
ericsson
1
0
0
Average
Internal
1
Low
0
0
0
0
1
0
0
0
0
1
0
10.5
5G_Core_Cluster_us-west2
nokia
3
0
8
Good
Internal
3
High
0
0
2
2
3
1
0
0
0
0
2
46.5
5G_RAN_Cluster_ap-southeast1
huawei
6
1
10
Poor
External
5
High
1
1
2
3
1
0
1
1
0
0
3
71
5G_Core_Cluster_us-west2
huawei
1
0
3
Good
External
1
Low
1
1
1
2
3
1
0
0
0
0
2
29.5
5G_RAN_Cluster_us-east1
ericsson
4
1
14
Good
External
4
Medium
1
1
2
3
2
1
1
1
0
0
3
72.5
5G_RAN_Cluster_us-west2
nokia
4
1
0
Poor
Internal
3
Low
0
0
2
2
1
0
0
0
0
0
2
31
5G_RAN_Cluster_ap-southeast1
ericsson
2
0
10
Average
Internal
2
Medium
0
0
0
0
0
0
1
0
0
0
0
36
5G_Core_Cluster_ap-southeast1
ericsson
4
1
10
Good
Internal
4
Low
0
0
2
2
0
0
1
0
0
0
2
52.5
5G_RAN_Cluster_us-west2
huawei
4
1
4
Poor
Internal
3
High
0
0
2
2
0
0
0
0
0
0
2
40
5G_RAN_Cluster_us-west2
ericsson
2
0
5
Poor
Internal
1
Low
0
0
0
0
0
0
0
0
0
0
0
21.5
5G_Core_Cluster_ap-southeast1
ericsson
4
1
12
Good
Internal
4
Low
0
0
2
2
1
0
1
0
0
0
2
57.5
5G_RAN_Cluster_ap-southeast1
ericsson
2
0
8
Good
Internal
2
Low
0
0
0
0
0
0
0
0
0
0
0
27
5G_Core_Cluster_eu-west1
huawei
4
1
1
Poor
External
3
High
1
1
2
3
2
1
0
0
0
0
3
44
5G_Core_Cluster_ap-southeast1
ericsson
0
0
7
Good
Internal
0
Low
0
0
0
0
1
0
0
0
0
0
0
19
5G_RAN_Cluster_us-east1
mavenir
2
0
7
Average
Internal
2
High
0
0
0
0
0
0
0
0
0
0
0
28
5G_Core_Cluster_us-west2
ericsson
2
0
2
Good
Internal
2
Low
0
0
0
0
1
0
0
0
0
0
0
16
5G_RAN_Cluster_eu-west1
huawei
2
0
2
Average
Internal
2
High
0
0
0
0
0
0
0
0
0
0
0
18
5G_Core_Cluster_ap-southeast1
nokia
2
0
0
Good
External
2
Medium
1
1
1
2
2
1
0
0
0
0
2
27
5G_RAN_Cluster_us-east1
huawei
4
1
8
Average
External
4
Medium
1
1
2
3
0
0
0
0
0
0
3
54.5
5G_RAN_Cluster_us-east1
huawei
4
1
3
Good
External
4
Medium
1
1
2
3
0
0
0
0
0
0
3
43.5
5G_RAN_Cluster_us-west2
nokia
1
0
3
Good
Internal
1
Low
0
0
0
0
2
1
0
0
0
0
0
16.5
5G_Core_Cluster_eu-west1
ericsson
4
1
11
Poor
External
3
Medium
1
1
2
3
0
0
1
0
0
1
3
64
5G_Core_Cluster_us-east1
ericsson
1
0
3
Average
Internal
1
Medium
0
0
0
0
1
0
0
0
0
0
0
16.5
5G_Core_Cluster_ap-southeast1
mavenir
5
1
2
Poor
External
4
Low
1
1
2
3
1
0
0
0
0
0
3
45.5
5G_Core_Cluster_us-east1
mavenir
6
1
4
Poor
External
5
High
1
1
2
3
1
0
0
0
0
0
3
55
5G_Core_Cluster_eu-west1
ericsson
1
0
8
Good
External
1
Low
1
1
1
2
0
0
0
0
0
0
2
35.5
5G_Core_Cluster_eu-west1
ericsson
4
1
8
Average
External
4
Low
1
1
2
3
0
0
0
0
0
0
3
53.5
5G_RAN_Cluster_us-east1
nokia
2
0
13
Poor
Internal
1
Medium
0
0
0
0
1
0
1
0
0
0
0
42.5
5G_RAN_Cluster_ap-southeast1
ericsson
3
0
0
Good
Internal
3
Medium
0
0
2
2
0
0
0
0
0
0
2
25.5
5G_RAN_Cluster_us-west2
ericsson
2
0
6
Good
External
2
Low
1
1
1
2
0
0
0
0
0
0
2
35
5G_Core_Cluster_ap-southeast1
ericsson
2
0
4
Average
External
2
Medium
1
1
1
2
1
0
0
0
0
0
2
34
5G_Core_Cluster_us-east1
ericsson
4
1
0
Good
Internal
4
Low
0
0
2
2
0
0
0
0
0
0
2
29.5
5G_RAN_Cluster_us-west2
mavenir
1
0
5
Average
External
1
High
1
1
1
2
0
0
0
0
0
0
2
32.5
5G_Core_Cluster_ap-southeast1
ericsson
5
1
10
Good
Internal
5
Medium
0
0
2
2
0
0
1
0
0
0
2
57
5G_Core_Cluster_us-west2
huawei
5
1
8
Average
Internal
5
Low
0
0
2
2
2
1
0
0
0
0
2
53
5G_RAN_Cluster_us-east1
mavenir
3
0
6
Good
External
3
Low
1
1
2
3
1
0
0
0
0
0
3
44.5
5G_RAN_Cluster_ap-southeast1
ericsson
4
1
6
Good
Internal
4
Low
0
0
2
2
0
0
0
0
0
0
2
41.5
5G_Core_Cluster_eu-west1
huawei
1
0
5
Poor
External
0
High
1
1
1
2
1
0
0
1
0
0
2
34
5G_RAN_Cluster_eu-west1
huawei
5
1
4
Poor
External
4
Low
1
1
2
3
2
1
0
0
0
0
3
51.5
5G_Core_Cluster_ap-southeast1
mavenir
4
1
17
Poor
Internal
3
High
0
0
2
2
0
0
1
0
0
0
2
69
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