Binanalysis

What is Binanalysis?

Binanalysis is an AI-powered assistant for finding security weaknesses in binary files. It decompiles an executable with Ghidra, cleans up the resulting code, and compares it against a database of over 20,000 historical vulnerabilities.

Each function is converted into an embedding using CodeT5+, an AI model fine-tuned on large code datasets such as Big Clone Bench and CodeSearchNet. The tool also checks similarities against the DiverseVul dataset to spot potential issues and runs additional rule-based checks with SemGrep.

Users upload a binary file directly and receive an overall security assessment. Binanalysis was developed by an individual or group who prefers to remain anonymous.

Who is Binanalysis for?

Binanalysis is aimed at software developers checking the security of their code, security professionals performing threat detection, and reverse engineers analyzing the inner workings of executables. Typical uses include scanning uploaded binaries for vulnerabilities, decompiling executables to inspect their logic, and cross-referencing decompiled code against known vulnerabilities to produce an overall security assessment.