Rohit Mapakshi

Temporal Analysis of Adversarial Attacks in Federated Learning

2025 · arXiv (Cornell University)

In this paper, we experimentally analyze the robustness of selected Federated Learning (FL) systems in the presence of adversarial clients. We find that temporal attacks significantly affect model performance in the FL models tested, especially …