Binary Vulnerability Analysis vs Refraction

Protecting your software from security threats is crucial, and Binary Vulnerability Analysis is your go-to tool for scanning binary files for vulnerabilities. This advanced AI-powered scanner leverages the power of deep learning and extensive vulnerability databases to secure your applications. Here's how it works: You simply upload a binary file, and the tool begins by decompiling the file using the renowned Ghidra.

Next, it cleans and formats the code, guesses symbols, and inlines function calls for a thorough analysis. It then employs a finetuned CodeT5+ Embedding model, which has been trained on massive code repositories like Big Clone Bench and CodeSearchNet, to generate function-wise embeddings.

The system compares these embeddings against the DiverseVul Database to detect similarities with known vulnerabilities and uses SemGrep, a cutting-edge static analysis tool, to check for other potential security issues. The entire process is meticulous and may take up to 10 minutes, ensuring that nothing gets overlooked in securing your software.

Improve and generate code with AI. Refactor code, create documentation, and write unit tests automatically. Simply paste your code, select a language or framework, and click "Generate" to see the magic happen. Refraction is a code generation tool for developers. It harnesses AI to generate code for you. Use it to produce unit tests, documentation, and refactor code.