No Need to Teach New Tricks to Old Malware: Winning an Evasion Challenge with XOR-based Adversarial from real cujo Watch Video
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⏲ Duration: 20 min 35 sec ✓ Published: 23-Nov-2020
Description: Adversarial machine learning is so popular nowadays that Machine Learning (ML) based security solutions became the target of many attacks and, as a consequence, they need to adapt to them to be effective. In our talk, we explore attacks in different ML-models used to detect malware, as part of our experience in the Machine Learning Security Evasion Competition (MLSEC) 2020, sponsored by Microsoft and CUJO AI’s Vulnerability Research Lab, in which we managed to finish in first and second positi
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