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arxiv_agent_systems_research ยท Oct 1, 2026 ยท paper

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KaliBench: A Fine-Grained Benchmark for Cybersecurity Tool Use on Kali Linux with Runtime-Free Verifiable Rewards

arxiv.orgOct 1, 2026
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In brief

LLMs are increasingly applied to cybersecurity workflows, where they are expected to translate analysts' intent into tool invocations. However, existing evaluations focus on knowledge-based assessments or end-to-end a...

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