Huadi Zheng

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 12

Top Topics

Differentially Private

Differential Privacy

Decision Boundary

Additional Features

Top Venues

IEEE Trans. Dependable Secur. Comput.

IEEE Symposium on Security and Privacy

IEEE Internet Things J.

Publications

Zijun Lin, Ke Xu, Chengfang Fang, Huadi Zheng, Aneez Ahmed Jaheezuddin, Jie Shi
QUDA: Query-Limited Data-Free Model Extraction. AsiaCCS (2023)
Qingqing Ye, Haibo Hu, Xiaofeng Meng, Huadi Zheng, Kai Huang, Chengfang Fang, Jie Shi
PrivKVM*: Revisiting Key-Value Statistics Estimation With Local Differential Privacy. IEEE Trans. Dependable Secur. Comput. 20 (1) (2023)
Huadi Zheng, Qingqing Ye, Haibo Hu, Chengfang Fang, Jie Shi
Protecting Decision Boundary of Machine Learning Model With Differentially Private Perturbation. IEEE Trans. Dependable Secur. Comput. 19 (3) (2022)
Li Tang, Qingqing Ye, Huadi Zheng, Haibo Hu, Ziyang Han, Ngai-Fong Law
Stateful-CCSH: An Efficient Authentication Scheme for High-Resolution Video Surveillance System. IEEE Internet Things J. 9 (19) (2022)
Yaxin Xiao, Qingqing Ye, Haibo Hu, Huadi Zheng, Chengfang Fang, Jie Shi
MExMI: Pool-based Active Model Extraction Crossover Membership Inference. NeurIPS (2022)
Qingqing Ye, Haibo Hu, Ninghui Li, Xiaofeng Meng, Huadi Zheng, Haotian Yan
Beyond Value Perturbation: Local Differential Privacy in the Temporal Setting. INFOCOM (2021)
Huadi Zheng, Haibo Hu, Ziyang Han
Preserving User Privacy for Machine Learning: Local Differential Privacy or Federated Machine Learning? IEEE Intell. Syst. 35 (4) (2020)
Huadi Zheng, Haibo Hu
MISSILE: A System of Mobile Inertial Sensor-Based Sensitive Indoor Location Eavesdropping. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Zimu Zheng, Yuqi Wang, Quanyu Dai, Huadi Zheng, Dan Wang
Metadata-driven Task Relation Discovery for Multi-task Learning. IJCAI (2019)
Qingqing Ye, Haibo Hu, Xiaofeng Meng, Huadi Zheng
PrivKV: Key-Value Data Collection with Local Differential Privacy. IEEE Symposium on Security and Privacy (2019)
Huadi Zheng, Qingqing Ye, Haibo Hu, Chengfang Fang, Jie Shi
BDPL: A Boundary Differentially Private Layer Against Machine Learning Model Extraction Attacks. ESORICS (1) (2019)
Huadi Zheng, Weicheng Cai, Tianyan Zhou, Shilei Zhang, Ming Li
Text-independent voice conversion using deep neural network based phonetic level features. ICPR (2016)