2026
FLADD: Federated Learning-Based Privacy Protection for Audio Deepfake Detection
Current research on Audio Deepfake Detection (ADD) mainly relies on centralized training paradigms, while paying limited attention to privacy preservation under data localization regulations or user-consent constraints. In real-world scenarios, centralized data sharing may expose sensitive user information and hinder t...
Cunhang Fan, Zhi-Qiang Tang, Jun Xue et al.
· IEEE Transactions on Audio,... · 0 citations