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Investigating on the robustness of flow-based intrusion detection system against adversarial samples using Generative Adversarial Networks

Phan The Duy, Nghi Hoang Khoa, Do Thi Thu Hien, Hien Do Hoang, Van-Hau Pham

2023Journal of Information Security and Applications27 citationsDOI

Topics & Concepts

Adversarial systemComputer scienceIntrusion detection systemLeverage (statistics)Artificial intelligenceRobustness (evolution)Machine learningAnomaly detectionSoftware-defined networkingAttack surfaceAdversarial machine learningGenerative grammarComputer securityData miningDistributed computingGeneBiochemistryChemistryAdversarial Robustness in Machine LearningNetwork Security and Intrusion DetectionAdvanced Malware Detection Techniques
Investigating on the robustness of flow-based intrusion detection system against adversarial samples using Generative Adversarial Networks | Litcius