Author

Guy Wolf

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Preprint Aug 2026

Circuit Discovery Helps Detect LLM Jailbreaking: A Mechanistic Interpretability Study

A mechanistic analysis of the jailbreaking behavior in a large-scale, safety-aligned LLM, focusing on LLaMA-2-7B-chat-hf identifies computational circuits responsible for generating affirmative responses to jailbreak prompts and uncovers key attention heads and MLP pathways that mediate adversarial prompt exploitation.

Paria Mehrbod, Boris Knyazev, Guy Wolf et al. · 0 citations