Advanced AI Malware Scanner for Executables
SecureWoof is an innovative AI-powered malware scanner designed specifically for analyzing executable files. This web application leverages a combination of advanced techniques and open-source libraries to efficiently detect potential threats. Upon file upload, SecureWoof initiates a thorough evaluation process, starting with static Yara rules to identify known malicious patterns. The tool then unpacks the file using the Retdec unpacker and decompiles it into C code for further analysis.
To ensure high-quality code analysis, SecureWoof employs clang-tidy to format the decompiled file. It then uses FastText to embed the code for semantic understanding, followed by a final evaluation using a trained RoBERTa transformer network. With its robust scanning capabilities and reliance on the SOREL-20M malware dataset, SecureWoof stands out as a reliable solution for safeguarding against executable file threats.
