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Huadi Zheng
Huadi Zheng
Unknown affiliation
Verified email at connect.polyu.hk
Title
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Cited by
Year
PrivKV: Key-value data collection with local differential privacy
Q Ye, H Hu, X Meng, H Zheng
2019 IEEE Symposium on Security and Privacy (SP), 317-331, 2019
1672019
Preserving user privacy for machine learning: Local differential privacy or federated machine learning?
H Zheng, H Hu, Z Han
IEEE Intelligent Systems 35 (4), 5-14, 2020
752020
BDPL: A boundary differentially private layer against machine learning model extraction attacks
H Zheng, Q Ye, H Hu, C Fang, J Shi
Computer Security–ESORICS 2019: 24th European Symposium on Research in …, 2019
572019
Beyond value perturbation: Local differential privacy in the temporal setting
Q Ye, H Hu, N Li, X Meng, H Zheng, H Yan
IEEE INFOCOM 2021-IEEE Conference on Computer Communications, 1-10, 2021
322021
PrivKVM*: Revisiting key-value statistics estimation with local differential privacy
Q Ye, H Hu, X Meng, H Zheng, K Huang, C Fang, J Shi
IEEE Transactions on Dependable and Secure Computing 20 (1), 17-35, 2021
262021
Protecting decision boundary of machine learning model with differentially private perturbation
H Zheng, Q Ye, H Hu, C Fang, J Shi
IEEE Transactions on Dependable and Secure Computing 19 (3), 2007-2022, 2020
262020
Metadata-driven Task Relation Discovery for Multi-task Learning.
Z Zheng, Y Wang, Q Dai, H Zheng, D Wang
IJCAI, 4426-4432, 2019
202019
Text-independent voice conversion using deep neural network based phonetic level features
H Zheng, W Cai, T Zhou, S Zhang, M Li
2016 23rd International Conference on Pattern Recognition (ICPR), 2872-2877, 2016
162016
Missile: A system of mobile inertial sensor-based sensitive indoor location eavesdropping
H Zheng, H Hu
IEEE Transactions on Information Forensics and Security 15, 3137-3151, 2019
102019
Stateful-CCSH: An efficient authentication scheme for high-resolution video surveillance system
L Tang, Q Ye, H Zheng, H Hu, Z Han, NF Law
IEEE Internet of Things Journal 9 (19), 19373-19386, 2022
52022
Mexmi: Pool-based active model extraction crossover membership inference
Y Xiao, Q Ye, H Hu, H Zheng, C Fang, J Shi
Advances in Neural Information Processing Systems 35, 10203-10216, 2022
22022
QUDA: query-limited data-free model extraction
Z Lin, K Xu, C Fang, H Zheng, A Ahmed Jaheezuddin, J Shi
Proceedings of the 2023 ACM Asia Conference on Computer and Communications …, 2023
12023
Data theft prevention method and related product
H Hu, H Zheng, YE Qingqing, F Chengfang, J Shi
US Patent App. 17/698,619, 2022
2022
An extraction attack on image recognition model using VAE-kdtree model
T Wen, H Hu, H Zheng
International Workshop on Advanced Imaging Technology (IWAIT) 2021 11766 …, 2021
2021
Preserving User Privacy for Machine Learning: Local Differential Privacy or Federated Machine Learning?
H Zheng, H Hu, Z Han
International Workshop on Federated Learning for User Privacy and Data …, 2019
2019
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