A multi-stage framework for scalable and context-aware intrusion detection in IoT-cloud systems using deep latent modeling and graph-based attack classification. - Rajakumar Ponnumani; Nisha Vasudeva; Thenmozhi Elumalai; Prabu Kaliyaperumal; Balamurugan Balusamy; Francesco Benedetto (Comput. Electr. Eng., 2026)

An Unsupervised Cloud-Centric Intrusion Diagnosis Framework Using Autoencoder and Density-Based Learning. - K. S. Suresh; Thenmozhi Elumalai; Rajamani Radhakrishnan; Anubhav Kumar; Balamurugan Balusamy; Sumendra Yogarayan; Prabu Kaliyaperumal (Future Internet, 2026)