CoSupport AI
What is Binary Vulnerability Analysis?
Binary Vulnerability Analysis is a sophisticated security tool that leverages AI technology to perform comprehensive vulnerability scanning of binary files. The system employs advanced decompilation techniques using Ghidra, followed by thorough code cleaning and formatting processes.
The tool utilizes a finetuned CodeT5+ Embedding model to generate function-wise embeddings, incorporating training from Big Clone Bench and CodeSearchNet. It performs similarity checks against the DiverseVul Dataset and implements SemGrep for vulnerability detection, providing a robust security analysis solution.
Features
- Decompilation: Automated binary decompilation using Ghidra
- Code Analysis: Advanced code cleaning and formatting capabilities
- Vulnerability Detection: Checks against 20,000+ historical vulnerabilities
- AI-Powered Scanning: Utilizes finetuned CodeT5+ Embedding model
- Comprehensive Processing: Includes symbol guessing and function call inlining
Use Cases
- Security auditing of software applications
- Vulnerability assessment of compiled programs
- Code security verification before deployment
- Legacy software security analysis
- Malware detection and analysis
FAQs
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How long does the analysis process take?
The analysis can take up to 10 minutes, depending on the size of the binary file. -
What decompilation tool is used in the process?
The tool uses Ghidra for decompiling executable files. -
How many vulnerabilities can the tool detect?
The tool checks against more than 20,000 historical vulnerabilities.
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