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Author

Florian Tramèr

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#artificial intelligence Preprint May 2026

Trojan Hippo Bench: A Dynamic Benchmark for Persistent Memory Attacks and Defenses in LLM Agents

The Trojan Hippo Bench is introduced, a dynamic evaluation framework for persistent memory attacks and memory-layer defenses, comprising an OpenEvolve-based adaptive red-teaming benchmark that stress-tests defenses and memory backends against continuously refined attacks, and a capability-aware security-utility analysi...

Debeshee Das, Julien Piet, D. Kaviani et al. · 12 citations · ⚡1
Jul 2026

CryptanalysisBench: Can LLMs do Cryptanalysis?

This paper introduces CryptanalysisBench, 191 tasks across six families of cryptographic primitives drawn primarily from four NIST standardization competitions, and releases CryptanalysisBench as a tool to help track if (or when) AI cryptanalysis becomes a serious factor and as a scaffold for stress-testing candidate s...

Lukas Fluri, Avital Shafran, Nicholas Carlini et al. · 1 citation

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