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binary reverse engineering 1dynamic debugging 1large language model agents 1vulnerability analysis 1zero-day discovery 1

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cs.LG2025

SEC-bench: Automated Benchmarking of LLM Agents on Real-World Software Security Tasks

Hwiwon Lee, Ziqi Zhang, Hanxiao Lu +1

Rigorous security-focused evaluation of large language model (LLM) agents is imperative for establishing trust in their safe deployment throughout the software development lifecycl…