@article{defendpoisonedmodeldetectionandmalicious, title = {DEFEND: Poisoned Model Detection and Malicious Client Exclusion Mechanism for Secure Federated Learning-based Road Condition Classification}, author = {Sheng Liu and Panos Papadimitratos}, year = {2025}, eprint = {2512.06172}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.06172}, }