Analysis of Optimal Machine Learning Approach for Battery Life Estimation of Li-Ion Cell. - Prakash Venugopal; S. Siva Shankar; C. Phillip Jebakumar; Rishab Agarwal; Hassan Haes Alhelou; S. Sofana Reka; Mohamad Esmail Hamedani Golshan (IEEE Access, 2021)

A trust-centric approach to intrusion detection in edge networks for medical internet of thing Ecosystems. - G. Nagarajan; Martin Margala; S. Siva Shankar; Prasun Chakrabarti; R. I. Minu (Comput. Electr. Eng., 2024)

A novel optimization based deep learning with artificial intelligence approach to detect intrusion attack in network system. - S. Siva Shankar; Bui Thanh Hung; Prasun Chakrabarti; Tulika Chakrabarti; Gayatri Parasa (Educ. Inf. Technol., 2024)

Early fire danger monitoring system in smart cities using optimization-based deep learning techniques with artificial intelligence. - P. Dileep Kumar Reddy; Martin Margala; S. Siva Shankar; Prasun Chakrabarti (J. Reliab. Intell. Environ., 2024)

Convolutional Neural network-based African vulture optimization algorithm for the enhancement of cybersecurity in the blockchain-based Smart grid. - Sivaram Rajeyyagari; M. Saravanan; Purnendu Shekhar Pandey; Aruna Devi Baladhandapani; S. Siva Shankar (Multim. Tools Appl., 2024)

Design optimization-based software-defined networking scheme for detecting and preventing attacks. - Panem Charanarur; Bui Thanh Hung; Prasun Chakrabarti; S. Siva Shankar (Multim. Tools Appl., 2024)

Intelligent computational offloading for mobile-edge server computing and hybrid optimal resource allocation. - K. Muralidhar; S. Siva Shankar; Bhuvan Unhelkar; Tulika Chakrabarti; Prasun Chakrabarti (Multim. Tools Appl., 2024)

Mutual Information-Based Generalisation Gap Analysis Using Deep Learning Model. - Hemanta Kumar Bhuyan; Bhuvan Unhelkar; S. Siva Shankar; Prasun Chakrabarti (J. Inf. Knowl. Manag., 2025)