A Secure and Privacy-Preserving Approach to Protect User Data across Cloud based Online Social Networks. - Neelu Khare; U. Kumaran (Int. J. Grid High Perform. Comput., 2020)

Fusion of mel and gammatone frequency cepstral coefficients for speech emotion recognition using deep C-RNN. - U. Kumaran; Radha RamMohan S.; Senthil Murugan Nagarajan 001; A. Prathik (Int. J. Speech Technol., 2021)

Security framework for IoT and deep belief network-based healthcare system using blockchain technology. - Senthil Murugan Nagarajan 001; Prathik Anandhan; V. Muthukumaran; K. Uma; U. Kumaran (Int. J. Electron. Bus., 2022)

Secure Data Transmission in Internet of Medical Things Using RES-256 Algorithm. - Senthil Murugan Nagarajan 001; Ganesh Gopal Deverajan; U. Kumaran; M. Thirunavukkarasan; Mohammad Dahman Alshehri; Salem Alkhalaf (IEEE Trans. Ind. Informatics, 2022)

Gradient Boosting classifier performance evaluation using Generative Adversarial Networks. - P. Lavanya; Rimjhim Padam Singh; U. Kumaran; Priyanka Kumar (ICMLDE, 2023)

Adversarial Defense: A GAN-IF Based Cyber-security Model for Intrusion Detection in Software Piracy. - U. Kumaran; S. Thangam; Nidhin Prabhakar T. V; Jana Selvaganesan; H. N. Vishwas (J. Wirel. Mob. Networks Ubiquitous Comput. Dependable Appl., 2023)

A Novel Blockchain Supported Hybrid Authentication and Handshake Algorithm for Smart Grid. - Aakanksha Bedi; J. Ramprabhakar; R. Anand; U. Kumaran; Veerpratap Meena; Ibrahim A. Hameed (IEEE Access, 2024)

An Approach towards Forecasting Time Series Air Pollution Data Using LSTM-based Auto-Encoders. - Mohamed Shakir; U. Kumaran; N. Rakesh (J. Internet Serv. Inf. Secur., 2024)

Next-Generation Imaging Methodology: An Intelligent Transportation System for Consumer Industry. - Ganesh Gopal Devarajan; U. Kumaran; Gopalakrishnan Chandran; Rajendra Prasad Mahapatra; Ahmed Alkhayyat 001 (IEEE Trans. Consumer Electron., 2024)

Federated Learning and Blockchain-Enabled Framework for Traffic Rerouting and Task Offloading in the Internet of Vehicles (IoV). - Ganesh Gopal Devarajan; Thangam S; Mohammed J. F. Alenazi; U. Kumaran; Gopalakrishnan Chandran; Ali Kashif Bashir (IEEE Trans. Consumer Electron., 2025)