Aug 2026
FedAdOb: Privacy-Preserving Federated Deep Learning with Adaptive Obfuscation.
This article proposes a novel adaptive obfuscation mechanism, coined FedAdOb, to protect private data without yielding original model performances, and utilizes passport-based adaptive obfuscation to ensure data privacy in both horizontal and vertical federated learning settings.
Hanlin Gu, Jiahuan Luo, Yan Kang et al.
· IEEE Transactions on Pattern... · 0 citations