BinAnalysis

The Binary Vulnerability Analysis tool is designed to help you quickly identify security vulnerabilities in your binary files using advanced AI technology.

With this tool, users can easily upload any binary file, and it will analyze it against a massive database that has over 20,000 historical vulnerabilities. Depending on the size of the file, the whole process may take just a few minutes, making it a quick solution for security assessments.

The analysis approach is methodical and smart. First, the tool uses Ghidra, a well-known reverse engineering software, to decompiles the executable file. Next, it goes through the code to remove unnecessary filler content and organizes it neatly, while also figuring out Windows symbols and inline function calls.

After that, the tool dives deeper by creating function-wise embeddings with a fine-tuned CodeT5+Embedding model. This model has been trained on well-established datasets like Big Clone Bench and CodeSearchNet, which helps in effectively understanding and representing the code.

To pinpoint potential vulnerabilities, the tool cross-references the code against the DiverseVul dataset, a collection that highlights known vulnerabilities. It also employs SemGrep, a rule-based tool, to conduct additional checks for vulnerabilities.

All in all, the Binary Vulnerability Analysis tool takes a thorough approach to ensure your binary files are secure. By harnessing the power of AI and a robust vulnerability database, it offers a reliable and efficient way to assess the safety of your binaries.