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Ling Liu's picture

Ling Liu

ling1119
·
https://sites.cc.gatech.edu/home/lingliu/

AI & ML interests

Generative AI, LLM, Edge AI, Multimodal learning, AI/ML applications for Mobiles and IoT

Organizations

Georgia Institute of Technology's profile picture

authored 8 papers 11 months ago

Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives

Paper • 2310.01152 • Published Oct 2, 2023

PokéLLMon: A Human-Parity Agent for Pokémon Battles with Large Language Models

Paper • 2402.01118 • Published Feb 2, 2024 • 32

Harmful Fine-tuning Attacks and Defenses for Large Language Models: A Survey

Paper • 2409.18169 • Published Sep 26, 2024 • 1

Vaccine: Perturbation-aware Alignment for Large Language Models against Harmful Fine-tuning Attack

Paper • 2402.01109 • Published Feb 2, 2024

Lisa: Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning Attack

Paper • 2405.18641 • Published May 28, 2024

Antidote: Post-fine-tuning Safety Alignment for Large Language Models against Harmful Fine-tuning

Paper • 2408.09600 • Published Aug 18, 2024

Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturbation

Paper • 2409.01586 • Published Sep 3, 2024

Virus: Harmful Fine-tuning Attack for Large Language Models Bypassing Guardrail Moderation

Paper • 2501.17433 • Published Jan 29 • 10
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