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Na Ruan

2 accepted papers

2024

Client-Free Federated Unlearning via Training Reconstruction with Anchor Subspace Calibration

ICASSP 2024accepted

Federated learning (FL) model usually needs to forget what it has learned from a certain client for various considerations, which gives birth to the federated unlearning (FU) technique. Due to the distributed nature of FL, removing a specific client’s contribution from the global model potentially r…

Cited by 0SourceScholar
2021

Improving the Efficiency and Robustness of Deepfakes Detection Through Precise Geometric Features

CVPR 2021poster

Deepfakes is a branch of malicious techniques that transplant a target face to the original one in videos, resulting in serious problems such as infringement of copyright, confusion of information, or even public panic. Previous efforts for Deepfakes videos detection mainly focused on appearance fea…

Cited by 173PDFcodeScholar