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Zion Leonahenahe Basque

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#artificial intelligence Preprint Oct 2026

Humans vs. Machines: A Comparison With AI Agents in Software Reverse Engineering

Can an autonomous AI agent reverse engineer a binary as well as a skilled human analyst? Do they adopt the same strategy, and can agents scale to real-world programs? We compare human and LLM-based software reverse engineering (SRE): nine models tackle two compact static-analysis challenges previously solved by human a...

Samuele Doria, Stefano De Rosa, Ruo-Yu Wang et al. · 0 citations

BuildBench: Benchmarking LLM Agents on Compiling Real-World Open-Source Software

A more challenging and realistic benchmark, BUILD-BENCH, comprising OSS that is more diverse in quality, scale, and characteristics is proposed, and a strong baseline LLM-based agent, OSS-BUILD-AGENT, an effective system with enhanced build instruction retrieval module that achieves state-of-the-art performance on BUIL...

Ze-Hua Zhang, Ati Priya Bajaj, Divij Handa et al. · 2 citations

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