Supriya P Belkar, Pilli Mounika, Nagalakshmi Panchakatla, G. Kalpana, Sanjeevini Harwalkar, and T G Ramnadh Babu, “Fedagentshield: An Adaptive Federated Reinforcement Learning Framework for Privacy-Preserving Autonomous Cyber Defence”, IJCISIM, vol. 18, no. 15s, pp. 1173–1187, Aug. 2026.