BinDeObfBench: First Comprehensive Benchmark for LLM-Based Binary Code Deobfuscation
arXiv·medium signal
Introduces BinDeObfBench, the first benchmark for systematically evaluating LLM effectiveness at deobfuscating binary code across diverse transformations spanning pre-compilation and post-compilation obfuscation. Evaluates current frontier LLMs on recovering semantics from obfuscated binaries — a fundamental reverse engineering challenge. Relevant to security practitioners evaluating whether AI tools can meaningfully assist in malware analysis and binary auditing.