You’re familiar with the phrase, “A picture is worth 1,000 words.” Well, Microsoft and Intel are applying this philosophy to malware detection—using deep learning and a neural network to turn malware into images for analysis at scale. Project STAMINA—an acronym for STAtic Malware-as-Image Network Analysis—converts malware samples into two-dimensional grayscale images that can be analyzed [...]
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Article Link: https://securityboulevard.com/2020/08/project-stamina-uses-deep-learning-for-innovative-malware-detection/