Jailbreak Detection Through Entropy Dynamics in LLM Hidden Layers26. June 2026AI Models, Claude AI, CybersecurityJailbreak attempts leave measurable entropy signatures in LLM hidden layers that are more reliable than static averages. Share on:
Multi-Turn Reasoning Models: Hidden Security Defects Escape Established Tests10. June 2026AI Models, Claude AIMulti-turn reasoning models can have safe internal thought chains yet still produce harmful outputs, which remains invisible in standard safety tests. Share on:
Reasoning Models Reveal Hidden Security Flaws Across Multiple Conversation Turns10. June 2026AI Models, Claude AI, CybersecurityMulti-turn reasoning models can maintain safe surface metrics while their internal states are compromised across conversation turns or their secure internal logic is ignored in harmful outputs. Share on:
