BinAnalysis

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BinAnalysis is a Quality Assurance tool that performs AI-powered binary vulnerability scanning. It decompiles executable files and checks them against historical vulnerabilities and datasets.

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At a glance

Pricing

Likely Free

Free tier

Yes

API

Skill level

Technical

About

What is BinAnalysis?

BinAnalysis offers an AI-powered solution for binary vulnerability analysis. Users can upload executable files, which are then decompiled using Ghidra. The tool proceeds to clean, format, and guess symbols, generating function-wise embeddings with a finetuned CodeT5+ Embedding model. It checks for similarities against the DiverseVul Dataset and identifies vulnerabilities using SemGrep. This process helps development and security teams detect and fix weaknesses early in the software development lifecycle, enhancing application robustness and ensuring deployed applications meet high security standards.

Best used for

Ideal for developers and security teams who need to automatically analyze compiled software binaries for security vulnerabilities, identify weaknesses early in the development lifecycle, and ensure applications meet high security standards. Especially valuable for quickly checking against historical vulnerabilities and known patterns.

Common actions

scan binaries

detect vulnerabilities

analyze software security

decompile executables

DevOps securitySoftware development lifecycleApplication securityVulnerability Scanningstatic analysisBinary analysiscode securitysecurity testing

Capabilities

Key features

AI-powered vulnerability scanning
Decompile executable files
Ghidra decompilation
CodeT5+ embeddings
DiverseVul Dataset comparison
SemGrep vulnerability checks

Target Audience

developerdata scientist

Integrations

Not yet documented

Pricing & Plans

Likely Free

Freemium

FAQs

How long does a binary analysis take?

The analysis time can vary depending on the size of the binary file uploaded. It could take several minutes, with the website indicating a maximum duration of up to 10 minutes for the complete process.

What technologies does BinAnalysis use for scanning?

BinAnalysis utilizes Ghidra for decompiling executables, a finetuned CodeT5+ Embedding model for generating function-wise embeddings, and SemGrep for checking vulnerabilities. It also compares against the DiverseVul Dataset.

What types of vulnerabilities can BinAnalysis detect?

BinAnalysis checks for vulnerabilities by comparing against more than 20,000 historical vulnerabilities and the DiverseVul Dataset. It also uses SemGrep, which helps identify various code-level security issues and patterns.

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