“FedShield: Privacy-Preserving Federated Learning With Differential Privacy and Byzantine-Robust Aggregation for Intrusion Detection in Heterogeneous IoT Networks”. Journal of Computer Science Innovations and Research, vol. 1, no. 1, June 2026, pp. 7-15, https://jcsir.org/index.php/jcsir/article/view/2.