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BinAnalysis is an AI-powered binary vulnerability scanner that enables users to upload binary files for comprehensive security analysis. The tool decompiles the file, cleans it, generates function-wise embeddings, and then checks these against over 20,000 historical vulnerabilities. Utilizing advanced technologies like Ghidra, CodeT5+, and DiverseVul Dataset, BinAnalysis ensures thorough vulnerability assessment in approximately 10 minutes, regardless of the file size.
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AI-powered vulnerability scanning
Decompilation using Ghidra
Cleaning and formatting of the binary
Function-wise embeddings with CodeT5+
Comparison against DiverseVul Dataset
Vulnerability checking with SemGrep
Fast analysis (up to 10 minutes)
Handles large binary files
Comprehensive security assessments
Easy upload and processing
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