2026
How Catastrophic is Your LLM? Certifying Risk in Conversation
ICLR 2026poster
Large Language Models (LLMs) can produce catastrophic responses in conversational settings that pose serious risks to public safety and security. Existing evaluations often fail to fully reveal these vulnerabilities because they rely on fixed attack prompt sequences, lack statistical guarantees, and…