V. PravijaRajP

Upholding Robustness in Federated Learning: Trends, Emerging Strategies, and Research Opportunities

This work offers a holistic synthesis of FL robustness along three tightly coupled angles: a threat-centric view of robustness that categorizes the multifaceted attack surfaces, a structured taxonomy of robust aggregation strategies distinguishing outcome-centric approaches from security-centric strategies, and a layer...