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Aaditya Pratap

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Preprint Aug 2026

Breaking the Assumptions: Auditing Input-Side Jailbreak Defenses Against Semantic Attacks

This paper does an audit of defense mechanisms under jailbreak attacks on locally deployed models by tracing each failure back to the specific assumption it relies on.

Aaditya Pratap, Harsh Kasyap, Somanath Tripathy · 0 citations