Safety Kernel: Mechanistic Alignment for Cross-Lingual Defense in LLMs

Chengyu Xie, Fei Shen, Shuyi Miao +5

The safety capabilities of large language models (LLMs) are highly uneven across different languages, often allowing cross-lingual attacks to bypass safety guardrails. Existing ali…