PPIDSG: A Privacy-Preserving Image Distribution Sharing Scheme with GAN in Federated Learning

1 code implementation • 16 Dec 2023 • Yuting Ma, Yuanzhi Yao, Xiaohua Xu

To tackle this problem, a privacy-preserving image distribution sharing scheme with GAN (PPIDSG) is proposed, which consists of a block scrambling-based encryption algorithm, an image distribution sharing method, and local classification training.

Federated Learning Privacy Preserving

Stabilized Sparse Online Learning for Sparse Data

no code implementations • 21 Apr 2016 • Yuting Ma, Tian Zheng

To mitigate this issue, we introduce a stabilized truncated stochastic gradient descent algorithm.

Boosted Sparse Non-linear Distance Metric Learning

no code implementations • 10 Dec 2015 • Yuting Ma, Tian Zheng

In this paper, we propose a nonlinear sparse metric learning algorithm via boosting.

Metric Learning