Colin Toft
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126
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Crypto×1AI×1
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2026
SLEIGHT-Bench: A Benchmark of Evasion Attacks Against Agent Monitors
The paper introduces SLEIGHT-Bench, a benchmark of 40 synthetic attacks, demonstrating that current LLM monitor systems fail to detect a significant number of covert, harmful actions executed by coding agents.
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cs.CRcs.AIRecentMay 15, 2026
SLEIGHT-Bench: A Benchmark of Evasion Attacks Against Agent Monitors
Elle Najt, Colin Toft, Tyler Tracy, Fabien Roger +1 more
The paper introduces SLEIGHT-Bench, a benchmark of 40 synthetic attacks, demonstrating that current LLM monitor systems fail to detect a significant number of covert, harmful actions executed by codin…
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