An optimized hybrid deep neural network architecture for intrusion detection in real-time IoT networks. - M. Shobana; C. Shanmuganathan; Nagendra Panini Challa; S. Ramya (Trans. Emerg. Telecommun. Technol., 2022)

A secure and effective diffused framework for intelligent routing in transportation systems. - N. Bharathiraja; M. Shobana; M. Vijay Anand; R. Lathamanju; C. Shanmuganathan; V. Arulkumar (Int. J. Comput. Appl. Technol., 2023)

Deep learning based on multimedia encoding to enhance video quality. - Nagendra Panini Challa; C. Shanmuganathan; M. Shobana; C. H. Venkata Sasi Deepthi; N. Bharathiraja (Int. J. Commun. Networks Distributed Syst., 2023)

Enabling security in MANETs using an efficient cluster based group key management with elliptical curve cryptography in consort with sail fish optimization algorithm. - C. Shanmuganathan; K. Boopalan; G. Elangovan; P. J. Sathish Kumar (Trans. Emerg. Telecommun. Technol., 2023)

Copy-paste forgery detection using deep learning with error level analysis. - N. V. S. K. Vijayalakshmi K.; J. Sasikala; C. Shanmuganathan (Multim. Tools Appl., 2024)

Meta-heuristic Algorithms to Optimize Two-Stage Task Scheduling in the Cloud. - K. Deepa Thilak; K. Lalitha Devi; C. Shanmuganathan; K. Kalaiselvi (SN Comput. Sci., 2024)

Enhancing DeepFake Detection: Leveraging Mesonet for Video Fraud Identification. - C. Shanmuganathan; M. Thamizharasi; T. P. Anish; K. Sivasankari (SN Comput. Sci., 2024)

Performance Evaluation of Biometric Authentication Using Fragment Jaya Optimizer-Based Deep CNN with Multi-kernel SVM. - N. Umasankari; Balasundaram Muthukumar; C. Shanmuganathan (SN Comput. Sci., 2024)

Detection of Dysrhythmias from Electrocardiogram Signals Using Noise Removal and Deep Learning Techniques. - P. Rajesh; M. Balasubramaniyan; T. M. Thiyagu; M. Azhagiri; C. Shanmuganathan (SN Comput. Sci., 2024)

Leveraging Convolutional Neural Networks for Enhanced Educational Question Classification. - Deena G.; W. Ancy Breen; K. Raja; C. Shanmuganathan (SN Comput. Sci., 2024)