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Mark Russinovich

2 accepted papers

2026

Hey, That's My Model! Introducing Chain & Hash, An LLM Fingerprinting Technique

ICLR 2026poster

Growing concerns over the theft and misuse of Large Language Models (LLMs) underscore the need for effective fingerprinting to link a model to its original version and detect misuse. We define five essential properties for a successful fingerprint: Transparency, Efficiency, Persistence, Robustness,…

Cited by 0SourcecodeScholar
2026

Optimizing Agent Planning for Security and Autonomy

ICLR 2026poster

Indirect prompt injection attacks threaten AI agents that execute consequential actions, motivating deterministic system-level defenses. Such defenses can provably block unsafe actions by enforcing confidentiality and integrity policies, but currently appear costly: they reduce task completion rates…

Cited by 0SourcecodeScholar