Enhanced DNNs for malware classification with GAN-based adversarial training
Yunchun Zhang, Haorui Li, Yang Zheng, Shaowen Yao, Jiaqi Jiang
Topics & Concepts
Computer scienceMalwareAdversarial systemDeep neural networksArtificial intelligenceClassifier (UML)AdversaryEvasion (ethics)Artificial neural networkMachine learningDeep learningGenerative adversarial networkPattern recognition (psychology)Computer securityImmunologyBiologyImmune systemAdvanced Malware Detection TechniquesAdversarial Robustness in Machine LearningPhysical Unclonable Functions (PUFs) and Hardware Security