An effective stacked autoencoder based depth separable convolutional neural network model for face mask detection. - Sundaravadivazhagan Balasubaramanian; Robin Cyriac; Sahana Roshan; Kulandaivel Maruthamuthu Paramasivam; Boby Chellanthara Jose (Array, 2023)

DCCGAN based intrusion detection for detecting security threats in IoT. - Robin Cyriac; Sundaravadivazhagan Balasubaramanian; Venkatachalam Balamurugan; Ramamoorthy Karthikeyan (Int. J. Bio Inspired Comput., 2024)

Weighted ensemble classifier for malicious link detection using natural language processing. - Saleem Raja A.; Sundaravadivazhagan Balasubaramanian; Pradeepa Ganesan; Justin Rajasekaran; Karthikeyan R. (Int. J. Pervasive Comput. Commun., 2025)

Workload Prediction in Cloud Data Centers Using Complex-Valued Spatio-Temporal Graph Convolutional Neural Network Optimized With Gazelle Optimization Algorithm. - Karthikeyan R.; Saleem Raja Abdul Samad; V. Balamurugan; Sundaravadivazhagan Balasubaramanian; Robin Cyriac (Trans. Emerg. Telecommun. Technol., 2025)

Attention-enhanced residual U-Net with histogram equalization for automated classification of gastrointestinal bleeding disorders. - Sundaravadivazhagan Balasubaramanian; M. Shyamala Devi; K. Kavitha; S. Balasubramaniam (Biomed. Signal Process. Control., 2026)