Abstract:Intelligent Malware Detection Using File-to-file Relations and Enhancing its Security against Adversarial Attacks Lingwei Chen With computing devices and the Internet being indispensable in people's everyday life, malware has posed serious threats to their security, making its detection of utmost concern. To protect legitimate users from the evolving malware attacks, machine learning-based systems have been successfully deployed and offer unparalleled flexibility in automatic malware detection. In most of thes… Show more
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