Huadi Zheng

PrivKV: Key-Value Data Collection with Local Differential Privacy

Qingqing Ye, Haibo Hu, Xiaofeng Meng et al. · 2019 · 172 citations · Full text

Computing, Computer Science, Information Technology +17

Preserving User Privacy for Machine Learning: Local Differential Privacy or Federated Machine Learning?

Huadi Zheng, Haibo Hu, Ziyang Han · IEEE Intelligent Systems · 2020 · 95 citations · Full text

Computing, Computer Science, Computer Systems +16

Beyond Value Perturbation: Local Differential Privacy in the Temporal Setting

Qingqing Ye, Haibo Hu, Ninghui Li et al. · 2021 · 55 citations · Full text

Computing, Data Science, Data Management +15

PrivKVM*: Revisiting Key-Value Statistics Estimation With Local Differential Privacy

Qingqing Ye, Haibo Hu, Xiaofeng Meng et al. · IEEE Transactions on Dependable and Secure Computing · 2021 · 51 citations · Full text

Computing, Computer Science, Cybersecurity +15

Protecting Decision Boundary of Machine Learning Model With Differentially Private Perturbation

Huadi Zheng, Qingqing Ye, Haibo Hu et al. · IEEE Transactions on Dependable and Secure Computing · 2020 · 38 citations · Full text

Computing, Computer Science, Cybersecurity +13