1 citations · 1 across the 1 of their papers we have counts for
2 papers
cs.CR2021★ 1 cited
AHEAD: Adaptive Hierarchical Decomposition for Range Query under Local Differential Privacy
Linkang Du, Zhikun Zhang, Shaojie Bai +4
For protecting users' private data, local differential privacy (LDP) has been leveraged to provide the privacy-preserving range query, thus supporting further statistical analysis.…
cs.LG2019
Privacy-preserving Distributed Machine Learning via Local Randomization and ADMM Perturbation
Xin Wang, Hideaki Ishii, Linkang Du +2
With the proliferation of training data, distributed machine learning (DML) is becoming more competent for large-scale learning tasks. However, privacy concerns have to be given pr…