Binary Vulnerability Analysis

Binary Vulnerability Analysis

Secure Your Binaries with AI-Powered Analysis

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The website offers an AI-powered binary vulnerability scanner that allows users to upload a binary file for analysis. The tool decompiles the executable, removes filler, cleans, formats, and checks for historical vulnerabilities. It generates function-wise embeddings using a finetuned CodeT5+ Embedding model and checks for similarities against the DiverseVul Dataset. The tool also checks for vulnerabilities using SemGrep. The analysis process may take up to 10 minutes depending on the file size.

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Features

Advantages

  • AI-powered analysis for accurate results
  • Checks against a vast historical vulnerability database
  • Generates detailed function-wise embeddings
  • Utilizes a finetuned CodeT5+ Embedding model
  • Identifies vulnerabilities efficiently with SemGrep

Disadvantages

  • Analysis process may take some time
  • Limited to binary file analysis
  • Complexity may require technical knowledge

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