| When Machine Learning Meets Privacy: A Survey and Outlook B Liu, M Ding, S Shaham, W Rahayu, F Farokhi, Z Lin ACM Computing Surveys (CSUR) 54 (2), 1-36, 2021 | 205 | 2021 |
| Privacy preservation in location-based services: A novel metric and attack model S Shaham, M Ding, B Liu, S Dang, Z Lin, J Li IEEE Transactions on Mobile Computing 20 (10), 3006-3019, 2020 | 47 | 2020 |
| Fast Channel Estimation and Beam Tracking for Millimeter Wave Vehicular Communications S Shaham, M Ding, M Kokshoorn, Z Lin, S Dang, R Abbas IEEE Access 7, 141104-141118, 2019 | 47 | 2019 |
| Privacy preserving location data publishing: A machine learning approach S Shaham, M Ding, B Liu, S Dang, Z Lin, J Li IEEE Transactions on Knowledge and Data Engineering 33 (9), 3270-3283, 2020 | 45 | 2020 |
| Basic research methodology in wireless communications: The first course for research-based graduate students Z Wang, S Dang, S Shaham, Z Zhang, Z Lv IEEE Access 7, 86678-86696, 2019 | 24 | 2019 |
| Extended kalman filter beam tracking for millimeter wave vehicular communications S Shaham, M Kokshoorn, M Ding, Z Lin, M Shirvanimoghaddam 2020 IEEE International Conference on Communications Workshops (ICC …, 2020 | 15 | 2020 |
| Location Privacy Preservation Based on Continuous Queries for Location-Based Services L Zhang, Y Qian, M Ding, C Ma, J Li, S Shaham IEEE INFOCOM 2019-IEEE Conference on Computer Communications Workshops …, 2019 | 8 | 2019 |
| RAF: Robust adaptive multi-feedback channel estimation for millimeter wave MIMO systems S Shaham, M Kokshoorn, Z Lin, M Ding, Y Wu 2018 IEEE Wireless Communications and Networking Conference (WCNC), 1-6, 2018 | 7 | 2018 |
| Machine learning aided anonymization of spatiotemporal trajectory datasets S Shaham, M Ding, B Liu, Z Lin, J Li IEEE INFOCOM 2019-IEEE conference on computer communications workshops …, 2019 | 6 | 2019 |
| HTF: Homogeneous Tree Framework for Differentially-Private Release of Location Data S Shaham, G Ghinita, R Ahuja, J Krumm, C Shahabi Proceedings of the 29th International Conference on Advances in Geographic …, 2021 | 5 | 2021 |
| Transition-entropy: a novel metric for privacy preservation in location-based services S Shaham, M Ding, B Liu, Z Lin, J Li IEEE INFOCOM 2019-IEEE Conference on Computer Communications Workshops …, 2019 | 5 | 2019 |
| Enhancing the performance of spatial queries on encrypted data through graph embedding S Shaham, G Ghinita, C Shahabi Data and Applications Security and Privacy XXXIV: 34th Annual IFIP WG 11.3 …, 2020 | 4 | 2020 |
| Enabling cooperative relay selection by transfer learning for the industrial Internet of Things S Shaham, S Dang, M Wen, S Mumtaz, VG Menon, C Li IEEE Transactions on Cognitive Communications and Networking 8 (2), 1131-1146, 2022 | 3 | 2022 |
| Models and mechanisms for spatial data fairness S Shaham, G Ghinita, C Shahabi Proceedings of the VLDB Endowment 16 (2), 167-179, 2022 | 2 | 2022 |
| An Efficient and Secure Location-based Alert Protocol using Searchable Encryption and Huffman Codes S Shaham, G Ghinita, C Shahabi International Conference on Extending Database Technology, 2021 | 2 | 2021 |
| Differentially-Private Publication of Origin-Destination Matrices with Intermediate Stops S Shaham, G Ghinita, C Shahabi arXiv preprint arXiv:2202.12342, 2022 | 1 | 2022 |
| On the importance of location privacy for users of location based applications S Shaham, S Rafieian, M Ding, M Shirvanimoghaddam, Z Lin arXiv preprint arXiv:1911.01633, 2019 | 1 | 2019 |
| Fair Spatial Indexing: A paradigm for Group Spatial Fairness S Shaham, G Ghinita, C Shahabi arXiv preprint arXiv:2302.02306, 2023 | | 2023 |
| Supporting Secure Dynamic Alert Zones Using Searchable Encryption and Graph Embedding S Shaham, G Ghinita, C Shahabi arXiv preprint arXiv:2301.06238, 2023 | | 2023 |
| HTF: Homogeneous Tree Framework for Differentially-Private Release of Large Geospatial Datasets with Self-Tuning Structure Height S Shaham, G Ghinita, R Ahuja, J Krumm, C Shahabi ACM Transactions on Spatial Algorithms and Systems, 2022 | | 2022 |
Ming DingPrincipal Research Scientist, Data61, CSIRO, Australia; Editor, IEEE TWC/COMSTVerified email at data61.csiro.au
