Binary Vulnerability Analysis
Secure Your Binaries with AI-Powered Analysis
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, formats the code, and checks for vulnerabilities by comparing against a database of historical vulnerabilities. It utilizes a finetuned CodeT5+ Embedding model to generate function-wise embeddings and checks for similarities against the DiverseVul Dataset. The tool also uses SemGrep to identify vulnerabilities in the code.
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Features
- Decompiles binary files for analysis
- Generates function-wise embeddings using AI model
- Checks for similarities against historical vulnerabilities
- Identifies vulnerabilities using SemGrep
- Provides detailed analysis report
Advantages
- Efficiently scans for vulnerabilities in binary files
- Utilizes AI technology for accurate analysis
- Saves time by automating the vulnerability scanning process
- Offers detailed insights into potential security risks
- Helps in securing software applications against known vulnerabilities
Disadvantages
- Analysis may take some time depending on file size
- Limited to checking against historical vulnerabilities
- Requires internet connection for processing
Frequently Asked Questions
-
Q:How long does the analysis take?
A:The analysis duration varies based on the size of the binary file but can take up to 10 minutes. -
Q:What models are used for analysis?
A:The tool uses a finetuned CodeT5+ Embedding model and SemGrep for vulnerability identification. -
Q:Can I upload multiple binary files for analysis?
A:Currently, the tool supports analysis of one binary file at a time.
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