Searchable encryption over feature-rich data Q Wang, M He, M Du, SSM Chow, RWF Lai, Q Zou IEEE Transactions on Dependable and Secure Computing 15 (3), 496-510, 2016 | 163 | 2016 |
Privacy-preserving indexing and query processing for secure dynamic cloud storage M Du, Q Wang, M He, J Weng IEEE Transactions on Information Forensics and Security 13 (9), 2320-2332, 2018 | 95 | 2018 |
CloudBI: Practical privacy-preserving outsourcing of biometric identification in the cloud Q Wang, S Hu, K Ren, M He, M Du, Z Wang Computer Security--ESORICS 2015: 20th European Symposium on Research in …, 2015 | 92 | 2015 |
Privacy-preserving collaborative model learning: The case of word vector training Q Wang, M Du, X Chen, Y Chen, P Zhou, X Chen, X Huang IEEE Transactions on Knowledge and Data Engineering 30 (12), 2381-2393, 2018 | 77* | 2018 |
SecGDB: Graph encryption for exact shortest distance queries with efficient updates Q Wang, K Ren, M Du, Q Li, A Mohaisen Financial Cryptography and Data Security: 21st International Conference, FC …, 2017 | 70 | 2017 |
Differential Privacy for Text Analytics via Natural Text Sanitization X Yue, M Du, T Wang, Y Li, H Sun, SSM Chow Findings of {ACL}, 3853--3866, 2021 | 63* | 2021 |
Outsourced biometric identification with privacy S Hu, M Li, Q Wang, SSM Chow, M Du IEEE Transactions on information forensics and security 13 (10), 2448-2463, 2018 | 51 | 2018 |
Catch me in the dark: Effective privacy-preserving outsourcing of feature extractions over image data Q Wang, S Hu, K Ren, J Wang, Z Wang, M Du IEEE INFOCOM 2016-The 35th Annual IEEE International Conference on Computer …, 2016 | 45 | 2016 |
Dp-forward: Fine-tuning and inference on language models with differential privacy in forward pass M Du, X Yue, SSM Chow, T Wang, C Huang, H Sun Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications …, 2023 | 32 | 2023 |
InstantCryptoGram: Secure image retrieval service M Li, M Zhang, Q Wang, SSM Chow, M Du, Y Chen, C Lit IEEE INFOCOM 2018-IEEE Conference on Computer Communications, 2222-2230, 2018 | 30 | 2018 |
ARMOR: A Secure Combinatorial Auction for Heterogeneous Spectrum Y Chen, X Tian, Q Wang, M Li, M Du, Q Li IEEE Transactions on Mobile Computing 18 (10), 2270-2284, 2018 | 27 | 2018 |
Learning privately: Privacy-preserving canonical correlation analysis for cross-media retrieval Q Wang, S Hu, M Du, J Wang, K Ren IEEE INFOCOM 2017-IEEE Conference on Computer Communications, 1-9, 2017 | 24* | 2017 |
Sanitizing sentence embeddings (and labels) for local differential privacy M Du, X Yue, SSM Chow, H Sun Proceedings of the ACM Web Conference 2023, 2349-2359, 2023 | 23 | 2023 |
GraphShield: Dynamic large graphs for secure queries with forward privacy M Du, S Wu, Q Wang, D Chen, P Jiang, A Mohaisen IEEE Transactions on Knowledge and Data Engineering 34 (7), 3295-3308, 2020 | 20 | 2020 |
Stargazing in the dark: Secure skyline queries with SGX J Wang, M Du, SSM Chow International Conference on Database Systems for Advanced Applications, 322-338, 2020 | 16 | 2020 |
Machine unlearning of pre-trained large language models J Yao, E Chien, M Du, X Niu, T Wang, Z Cheng, X Yue ACL (Main) 2024, 2024 | 15* | 2024 |
Secure prediction of neural network in the cloud M Li, Y Yan, Q Wang, M Du, Z Qin, C Wang IEEE Network 35 (1), 251-257, 2020 | 13 | 2020 |
Cryptography-inspired federated learning for generative adversarial networks and meta learning Y Zheng, W Song, M Du, S SM Chow, Q Lou, Y Zhao, X Wang International Conference on Advanced Data Mining and Applications, 393-407, 2023 | 9* | 2023 |
AdvDDoS: Zero-query adversarial attacks against commercial speech recognition systems Y Ge, L Zhao, Q Wang, Y Duan, M Du IEEE Transactions on Information Forensics and Security 18, 3647-3661, 2023 | 8 | 2023 |
Encrypted video search: Scalable, modular, and content-similar Y Zheng, H Tian, M Du, C Fu Proceedings of the 13th ACM Multimedia systems Conference, 177-190, 2022 | 7 | 2022 |