Binary Vulnerability Analysis is an AI-powered binary vulnerability scanner to enhance cybersecurity efforts. Here’s a detailed description of what Binary Vulnerability Analysis offers:
Key Features of Binary Vulnerability Analysis:
- AI-Powered Scanning: The tool uses advanced AI to decompile and scan binary files, checking them against a database of over 20,000 historical vulnerabilities.
- Decompilation Process: The scanner decompiles the executable using Ghidra, a software reverse engineering (SRE) framework.
- Code Analysis and Cleaning: It removes filler, cleans, formats, guesses symbols, and inlines function calls for a thorough analysis.
- Function-Wise Embeddings Generation: The tool generates function-wise embeddings using a finetuned CodeT5+ Embedding model, which is finetuned on Big Clone Bench CodeSearchNet.
- Vulnerability Database Check: It checks similarities against the DiverseVul Dataset and looks for vulnerabilities using SemGrep.
- User-Friendly Interface: Users can easily upload a binary file for analysis, with the process taking up to 10 minutes depending on the file size.
Ideal for:
- Cybersecurity professionals and researchers looking to identify vulnerabilities in binary files.
- Organizations seeking to enhance their cybersecurity measures by analyzing software for potential vulnerabilities.
- Developers and IT teams requiring a tool to check their binaries against known vulnerabilities.
Accessibility:
- Binary Vulnerability Analysis is accessible online, and users can start the analysis by uploading a binary file on the website.
