| 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 | 175 | 2019 |
| 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 | 76 | 2020 |
| 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 | 60 | 2019 |
| 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 | 34 | 2021 |
| 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 | 29 | 2021 |
| 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 | 26 | 2020 |
| Metadata-driven Task Relation Discovery for Multi-task Learning. Z Zheng, Y Wang, Q Dai, H Zheng, D Wang IJCAI, 4426-4432, 2019 | 21 | 2019 |
| 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 | 17 | 2016 |
| 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 | 11 | 2019 |
| 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 | 5 | 2022 |
| 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 | 2 | 2023 |
| 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 | 2 | 2022 |
| 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 |
