SRE-Bench: A New Benchmark for Testing LLM Binary Reverse Engineering

teortaxesTex · x · 2026-08-13

Existing AI cybersecurity benchmarks mostly focus on finding vulnerabilities in source code. However, the software that actually matters for security—such as proprietary enterprise software, firmware, and malware—typically exists only as binaries.

SRE-Bench aims to fill this gap by specifically testing LLMs' ability to reverse engineer binaries and understand their behavior, introducing a new dimension for evaluating AI in real-world security scenarios.

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