Supriya P Belkar, Pilli Mounika, Nagalakshmi Panchakatla, G. Kalpana, Sanjeevini Harwalkar, and T G Ramnadh Babu. 2026. “Fedagentshield: An Adaptive Federated Reinforcement Learning Framework for Privacy-Preserving Autonomous Cyber Defence”. International Journal of Computer Information Systems and Industrial Management Applications 18 (15s):1173-87. https://doi.org/10.70917/ijcisim-2026-4511.