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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.
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AI-powered malware scanning
Trained on SOREL-20M dataset
Utilizes RoBERTa transformer network
Static Yara rule checking
Unpacking with Retdec
Decompiling with Ghidra
Formatting with clang-tidy
Embedding with FastText
Free public API available
Advanced detection capabilities
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