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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	2025 10th International Conference on Computer and Information Processing Technology (ISCIPT) Lehan Kang, Jinkang Jia, Ying Han, Runze Zhao, Liyuan Chang, Qiming Yu, Yue Song, Jiabin Sun
2025	A recurrent neural network for network-based intrusion detection PeerJ Computer Science Abraham Berhanu, Sabarathinam Chockalingam, Jemal Abawajy, Shegaw Anagaw Mengiste, Shabbab Ali Algamdi, Dereje Ashenafi
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	BlockIntelChain: a blockchain-based cyber threat intelligence sharing architecture Scientific Reports Alaa Tolah
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
2025	M3NID: an intrusion detection system based on the dual-mode spatio-temporal feature fusion method PeerJ Computer Science XueRong Yang, Ying Cui, Huige Li
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