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Tadayoshi Kohno

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#artificial intelligence Preprint Sep 2026

Reflections on Trusting Trust, Revisited: Contaminating Self-Modifying AI Coding Agents with Poisoned Benchmarks

It is argued that self-modifying coding agents must be designed to be more resilient to such attacks, and properties of the vulnerability, benchmark, model, and agent scaffolding that are sufficient to enable a benchmark poisoning attack are distill.

Franziska Roesner, Tadayoshi Kohno · 0 citations

AIOracles: Modeling Agentic AI Security *

A formal framework for security in agentic AI is developed, built around an ideal predicate ϕ that decides, for a given ( prompt, context, result ) triple, whether the agent’s behaviour is acceptable.

F. Durak, Tadayoshi Kohno, Franziska Roesner · 0 citations

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