Binary Vulnerability Analysis

Binary Vulnerability Analysis

Secure Your Binaries with AI

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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 utilizes SemGrep to check for vulnerabilities in the binary file.

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Features

Advantages

  • Rapid analysis of binary files
  • Utilizes AI for accurate vulnerability detection
  • Checks against a vast historical vulnerability database
  • Automated decompilation process
  • User-friendly interface

Disadvantages

  • Analysis time could be lengthy for large files
  • Limited to binary file analysis only
  • Dependent on the accuracy of historical vulnerability data

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