Cross-Lingual Jailbreak Detection via Semantic Codebooks

Shirin Alanova, Bogdan Minko, Sabrina Sadiekh +1

Safety mechanisms for large language models (LLMs) remain predominantly English-centric, creating systematic vulnerabilities in multilingual deployment. Prior work shows that trans…