“Federated Deep Learning for Privacy-Aware Intrusion Detection in IIoT: Architectures, Challenges, and Future Directions”. 2026. International Journal for Advancements in Technical Research & Development 3 (1): 1-10. https://doi.org/10.67750/ijatrd.v3.i1.002.