Talal , K. 2026. Zero-Trust Network Access with Federated Learning for Privacy-Preserving Intrusion Detection in Distributed Communication Systems. Journal of Technology and System Information. 3, 2 (Apr. 2026), 48–73. DOI:https://doi.org/10.47134/jtsi.v3i2.5746.