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Kindly request the inclusion on a line of papers on harmful fine-tuning for LLMs #33

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huangtiansheng opened this issue Oct 6, 2024 · 0 comments

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@huangtiansheng
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huangtiansheng commented Oct 6, 2024

Thank you for the wonderful paper collection. We have a line of research on harmful fine-tuning for LLMs. Could you please include this line of work into the repo?

Title Link Code Venue Classification Model Comment
Vaccine: Perturbation-aware Alignment for Large Language Models against Harmful Fine-tuning arxiv github NeurIPS'24 Defense LLM Harmful fine-tuning
Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning arxiv github NeurIPS'24 Defense LLM Harmful fine-tuning
Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturbation arxiv github arXiv Defense LLM Harmful fine-tuning
Antidote: Post-fine-tuning Safety Alignment for Large Language Models against Harmful Fine-tuning arxiv To-be-released arXiv Defense LLM Harmful fine-tuning
Harmful Fine-tuning Attacks and Defenses for Large Language Models: A Survey arxiv awesome project arXiv Survey& Other awesome project LLM Harmful fine-tuning

Thank you in advance!

Best,
Tiansheng Huang

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