A drift-aware RS2FS pipeline with confidence gating for IDS. [PDF]
Sci RepSakthivel G, Kumarasamy AK.
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Attention integrated deep learning models for interpretable multi-class IoT intrusion detection using SHAP. [PDF]
Front Artif IntellRaman R, Kumar R, Edwin Raj B, Akre V.
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Enhanced cybersecurity threat detection using novel tri-metaheuristic loss functions in generative adversarial networks with adaptive attention preservation for network traffic augmentation. [PDF]
Sci RepKhalil HM, Elrefaiy A, Elbaz M, Loey M.
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Evaluation of Explainable Artificial Intelligence in IoT Intrusion Detection Systems Under DeepFool Adversarial Conditions. [PDF]
Sensors (Basel)Munilla J, Khammas RM.
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Design of an AI-driven secure 5G-SDN framework with federated reinforcement learning for anomaly detection, mitigation, and attack forensics. [PDF]
Front Artif IntellShameli R, Rajkumar S.
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Digital twin-assisted blockchain IoT security model using contrastive and causal learning techniques. [PDF]
Sci RepDutta AK +5 more
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An Integrated Zero-Trust and Real-Time Detection Scheme for DDoS Protection in 5G IoT Systems. [PDF]
Sensors (Basel)Luo YY +4 more
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Secure federated learning with metaheuristic optimized dimensionality reduction and multi-head attention for DDoS attack mitigation. [PDF]
Sci RepAlanazi AA +5 more
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Harnessing multimodal deep representation with dimensionality reducing approach for enhanced intrusion detection system in internet of things networks. [PDF]
Sci RepPriyadharshini K +6 more
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