Generative adversarial networks and image-based malware classification
Huy Toan Nguyen, Fabio Di Troia, Genya Ishigaki, Mark Stamp
Topics & Concepts
MalwareComputer scienceDiscriminatorExecutableSupport vector machineArtificial intelligenceMachine learningImage (mathematics)Adversarial systemFocus (optics)Generative grammarGenerative adversarial networkAdversarial machine learningPattern recognition (psychology)Computer securityOperating systemOpticsTelecommunicationsDetectorPhysicsAdvanced Malware Detection TechniquesDigital Media Forensic DetectionAdversarial Robustness in Machine Learning