Yongkang Yang

Towards Understanding Generalization of Federated Adversarial Learning: Perspective of Algorithmic Stability

Federated Adversarial Learning (FAL) enhances model robustness by integrating adversarial training into the federated learning framework. Despite recent advances proposing efficient FAL algorithms, existing work has mainly focused on convergence properties, with limited understanding of their genera…