| Feature inference attack on model predictions in vertical federated learning X Luo, Y Wu, X Xiao, BC Ooi 2021 IEEE 37th International Conference on Data Engineering (ICDE), 181-192, 2021 | 255 | 2021 |
| Privacy preserving vertical federated learning for tree-based models Y Wu, S Cai, X Xiao, G Chen, BC Ooi arXiv preprint arXiv:2008.06170, 2020 | 233 | 2020 |
| Communication-efficient decentralized machine learning over heterogeneous networks P Zhou, Q Lin, D Loghin, BC Ooi, Y Wu, H Yu 2021 IEEE 37th International Conference on Data Engineering (ICDE), 384-395, 2021 | 47 | 2021 |
| Serverless data science-are we there yet? a case study of model serving Y Wu, TTA Dinh, G Hu, M Zhang, YM Chee, BC Ooi Proceedings of the 2022 international conference on management of data, 1866 …, 2022 | 35* | 2022 |
| Differentially private trajectory protection based on spatial and temporal correlation Y Wu, H Chen, S Zhao, W Iiang, Y Wu, C Li, X Zhang Chinese journal of computers 41 (2), 309-322, 2018 | 31* | 2018 |
| FEAST: A communication-efficient federated feature selection framework for relational data R Fu, Y Wu, Q Xu, M Zhang Proceedings of the ACM on Management of Data 1 (1), 1-28, 2023 | 17 | 2023 |
| Falcon: A privacy-preserving and interpretable vertical federated learning system Y Wu, N Xing, G Chen, TTA Dinh, Z Luo, BC Ooi, X Xiao, M Zhang Proceedings of the VLDB Endowment 16 (10), 2471-2484, 2023 | 16 | 2023 |
| Mixgeo: Efficient secure range queries on encrypted dense spatial data in the cloud R Guo, B Qin, Y Wu, R Liu, H Chen, C Li Proceedings of the International Symposium on Quality of Service, 1-10, 2019 | 16 | 2019 |
| Privacy Preserving Group Nearest Neighbor Search. Y Wu, K Wang, Z Zhang, W Lin, H Chen, C Li EDBT, 277-288, 2018 | 16 | 2018 |
| A pufferfish privacy mechanism for monitoring web browsing behavior under temporal correlations W Liang, H Chen, R Liu, Y Wu, C Li Computers & Security 92, 101754, 2020 | 15 | 2020 |
| Differentially private density estimation via Gaussian mixtures model Y Wu, Y Wu, H Peng, J Zeng, H Chen, C Li 2016 IEEE/ACM 24th International Symposium on Quality of Service (IWQoS), 1-6, 2016 | 15* | 2016 |
| Enhanced privacy preserving group nearest neighbor search Y Wu, K Wang, R Guo, Z Zhang, D Zhao, H Chen, C Li IEEE Transactions on Knowledge and Data Engineering 33 (2), 459-473, 2019 | 14 | 2019 |
| MagiCrowd: A crowd based incentive for location-aware crowd sensing Y Wu, Y Wu, H Peng, H Chen, C Li 2016 IEEE Wireless Communications and Networking Conference, 1-6, 2016 | 13 | 2016 |
| MINT: Detecting Fraudulent Behaviors from Time-series Relational Data F Xiao, Y Wu, M Zhang, G Chen, BC Ooi Proceedings of the VLDB Endowment 16 (12), 3610-3623, 2023 | 8 | 2023 |
| LuxGeo: Efficient and Security-Enhanced Geometric Range Queries R Guo, B Qin, Y Wu, R Liu, H Chen, C Li IEEE Transactions on Knowledge and Data Engineering 35 (2), 1775-1790, 2021 | 8 | 2021 |
| Privacy-preserving k-NN query protocol for two-tiered wireless sensor networks H Peng, H Chen, XY Zhang, JR Zeng, WU Yun-Cheng, S Wang Chinese Journal of Computers 39 (5), 872-892, 2016 | 8* | 2016 |
| Incentive-aware decentralized data collaboration Y Wang, Y Wu, X Chen, G Feng, BC Ooi Proceedings of the ACM on Management of Data 1 (2), 1-27, 2023 | 7 | 2023 |
| A fusion-denoising attack on instahide with data augmentation X Luo, X Xiao, Y Wu, J Liu, BC Ooi Proceedings of the AAAI Conference on Artificial Intelligence 36 (2), 1899-1907, 2022 | 7 | 2022 |
| Enable privacy preservation and result verification for top-k query in two-tiered sensor networks H Peng, X Zhang, H Chen, Y Wu, Y Wu, J Zeng 2015 IEEE Trustcom/BigDataSE/ISPA 1, 555-562, 2015 | 6 | 2015 |
| Secure and verifiable data collaboration with low-cost zero-knowledge proofs Y Zhu, Y Wu, Z Luo, BC Ooi, X Xiao arXiv preprint arXiv:2311.15310, 2023 | 5* | 2023 |
Beng Chin OOINational University of SingaporeVerified email at comp.nus.edu.sg
