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Microsoft and Intel have found a way to use images to detect malware attacks.Image-based technique used on x86 program binaries, achieved 99.07% accuracy with 2.58% false positive rate ...
The research is part of Microsoft's recent efforts of improving malware detection using machine learning techniques. STAMINA used a technique called deep learning.