Enhancing Security of Host-Based Intrusion Detection Systems for the Internet of Things. - M. K. Nallakaruppan 001; Siva Rama Krishnan Somayaji; Siddhesh Fuladi; Francesco Benedetto; SenthilKumaran Ulaganathan; Gokul Yenduri (IEEE Access, 2024)

A reliable and privacy-preserved federated learning framework for real-time smoking prediction in healthcare. - Siddhesh Fuladi; D. Ruby 001; N. Manikandan; Animesh Verma; M. K. Nallakaruppan 001; Shitharth Selvarajan; Preeti Meena; Veerpratap Meena; Ibrahim A. Hameed (Frontiers Comput. Sci., 2025)

Reliable Secured Consumer IIoT Framework With Multi Layer Attack Interpretation and Prevention. - M. K. Nallakaruppan 001; Rajesh Kumar Dhanaraj; Shubhi Shukla; Karthika Subbaraj; Siddhesh Fuladi; Shitharth Selvarajan; Ahmed Alkhayyat 001; Nazik Alturki (IEEE Trans. Consumer Electron., 2025)