2026
When Differential Privacy Meets Wireless Federated Learning: An Improved Analysis for Privacy and Convergence
ICASSP 2026oral
Differentially private wireless federated learning (DPWFL) is a promising framework for protecting sensitive user data. However, foundational questions on how to precisely characterize privacy loss remain open, and existing work is further limited by convergence analyses that rely on restrictive con…