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BinAnalysis

AI-powered binary vulnerability scanner offering detailed security analysis in under 10 minutes. Utilizes Ghidra, CodeT5+, and DiverseVul Dataset.

SecurityApplication Updated 1 hour ago
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BinAnalysis

BinAnalysis's Top Features

AI-powered vulnerability scanning
Decompilation using Ghidra
Cleaning and formatting of the binary
Function-wise embeddings with CodeT5+
Comparison against DiverseVul Dataset
Vulnerability checking with SemGrep
Fast analysis (up to 10 minutes)
Handles large binary files
Comprehensive security assessments
Easy upload and processing

Frequently asked questions about BinAnalysis

BinAnalysis is an AI-powered tool that scans binary files for vulnerabilities by decompiling, cleaning, generating embeddings, and checking against a database of over 20,000 known vulnerabilities.

The analysis typically takes up to 10 minutes, depending on the size of the binary file.

BinAnalysis uses several advanced technologies including Ghidra for decompilation, CodeT5+ for generating embeddings, and DiverseVul Dataset for vulnerability assessment.

After decompilation, BinAnalysis removes filler, cleans the code, formats it, and guesses symbols and inlined function calls to ensure accuracy.

The CodeT5+ Embedding model used by BinAnalysis is fine-tuned on datasets like Big Clone Bench and CodeSearchNet.

Yes, BinAnalysis can process large binary files, although the analysis may take slightly longer depending on the file size.

BinAnalysis checks for similarities with known vulnerabilities in the DiverseVul Dataset and verifies potential vulnerabilities using SemGrep.

You can upload a binary file by selecting the file and clicking the upload button. The process will start automatically and take up to 10 minutes.

Currently, there is no specified limit to the number of files you can upload for analysis.

Yes, BinAnalysis is designed to provide detailed and accurate vulnerability assessments, making it suitable for both professionals and enthusiasts.

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