Sivaramakrishnan Narayanan. “Cyber Defense Digital Twins: A Federated Learning and Zero-Trust AI Architecture for Autonomous Threat Prediction and Response”. International Journal of Scientific Research in Computer Science, Engineering and Information Technology 11, no. 4 (August 27, 2028): 625–635. Accessed March 18, 2026. https://ijsrcseit.com/index.php/home/article/view/CSEIT251116279.