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2025	An explainable intrusion detection system using novel Indian millipede optimization and WGAN-GP with a dynamic attention-based ensemble model PeerJ Computer Science Ramya Chinnasamy, Malliga Subramanian
2025	Innovative cybersecurity solutions: a deep learning-driven model for accurate intrusion detection in network traffic Cluster Computing Abida Naz, Irshad Ullah, Kwizera K. Jonath, Muhammad Uzair, Abdul Haseeb Nizamani, Husnain Mushtaq
2025	Optimizing IoT intrusion detection with cosine similarity based dataset balancing and hybrid deep learning Scientific Reports Arvind Prasad, Wael Mohammad Alenazy, Naved Ahmad, Gauhar Ali, Hanaa A. Abdallah, Sadique Ahmad
2025	Federated active meta-learning with blockchain for zero-day attack detection in industrial IoT Peer-to-Peer Networking and Applications Kapil Kumar, Manju Khari
2024	2024 International Conference on IoT Based Control Networks and Intelligent Systems (ICICNIS) Polasi Sudhakar, Durga Prasanna N, Sreedhar Bhukya, Mohammad Azhar, G R Suresh, Mohan Ajmeera
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