Securewoof

SecureWoof provides an AI-powered malware scanner that leverages the SOREL-20M malware dataset to train RoBERTa and FastText models. When users upload an executable file, it undergoes a series of checks and transformations, including static Yara rules, unpacking with Retdec, decompiling with Ghidra, formatting with clang-tidy, embedding with FastText, and final evaluation by a RoBERTa transformer network. SecureWoof also offers a free public API for easy integration and use.