Litcius/Paper detail

A novel method for improving the robustness of deep learning-based malware detectors against adversarial attacks

Kamran Shaukat, Suhuai Luo, Vijay Varadharajan

2022Engineering Applications of Artificial Intelligence130 citationsDOI

Topics & Concepts

MalwareComputer scienceEvasion (ethics)Adversarial systemRobustness (evolution)DetectorArtificial intelligenceComputer securityMachine learningDeep learningArtificial neural networkData miningChemistryBiochemistryGeneImmune systemBiologyTelecommunicationsImmunologyAdvanced Malware Detection TechniquesAdversarial Robustness in Machine LearningNetwork Security and Intrusion Detection
A novel method for improving the robustness of deep learning-based malware detectors against adversarial attacks | Litcius