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Sam Deverett

1 accepted papers

2026

Quantifying Frontier LLM Capabilities for Container Sandbox Escape

ICML 2026oral

Large Language Models (LLMs) increasingly act as autonomous agents with tool use, ability to execute code, file I/O, and network access. These capabilities create novel security risks. To mitigate these risks, agents are often deployed and evaluated in isolated environments commonly referred to as s…

Cited by 0SourceScholar