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graphical representation of objects Supercomputer Application

John Cavazos, University of Delaware

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John Cavazos

Our research aims at using expressive graphical representations of malicious code to train Deep Neural Networks (DNNs) that accurately identify important capabilities and trends of malware.
Our research will use highly-accurate machine learning algorithms and expressive graphical representations of malicious binaries to help security analysts obtain better situational awareness and detect potential breaches before they happen.