Can Editing LLMs Inject Harm?

C Chen, B Huang, Z Li, Z Chen, S Lai, X Xu… - arXiv preprint arXiv …, 2024 - arxiv.org
Knowledge editing techniques have been increasingly adopted to efficiently correct the false
or outdated knowledge in Large Language Models (LLMs), due to the high cost of retraining …

Detoxifying Large Language Models via Knowledge Editing

M Wang, N Zhang, Z Xu, Z Xi, S Deng, Y Yao… - arXiv preprint arXiv …, 2024 - arxiv.org
This paper investigates using knowledge editing techniques to detoxify Large Language
Models (LLMs). We construct a benchmark, SafeEdit, which covers nine unsafe categories …