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NIDS-DA: Detecting functionally preserved adversarial examples for network intrusion detection system using deep autoencoders

Vivek Kumar, Kamal Kumar, Maheep Singh, Neeraj Kumar

2025Expert Systems with Applications22 citationsDOI

Topics & Concepts

Computer scienceAdversarial systemIntrusion detection systemArtificial intelligenceDeep neural networksMachine learningDeep learningPattern recognition (psychology)Intrusion prevention systemData miningAdversarial Robustness in Machine LearningNetwork Security and Intrusion DetectionAdvanced Malware Detection Techniques
NIDS-DA: Detecting functionally preserved adversarial examples for network intrusion detection system using deep autoencoders | Litcius