Sarah H. Mnkash, Faiz A. Alawy, Israa T. Ali. 2026. “Beyond Magnitude Filtering: A Dual-Stage Gradient Validation Mechanism for Defending Federated Intrusion Detection Against Label-Flipping Poisoning in IoV Networks”. Journal of Daoist Studies 19 (S3):1084-96. https://journalofdaoiststudies.org/index.php/journal/article/view/593.