| 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 | 500 | 2021 |
| Chaincluster: Engineering a cooperative content distribution framework for highway vehicular communications H Zhou, B Liu, TH Luan, F Hou, L Gui, Y Li, Q Yu, XS Shen IEEE Transactions on Intelligent Transportation Systems 15 (6), 2644-2657, 2014 | 169 | 2014 |
| Location Privacy and Its Applications: A Systematic Study B Liu, W Zhou, T Zhu, L Gao, Y Xiang IEEE Access 6, 17606-17624, 2018 | 146 | 2018 |
| QoE-Driven Big Data Architecture for Smart City X He, K Wang, H Huang, B Liu IEEE Communications Magazine 56 (2), 88-93, 2018 | 120 | 2018 |
| Low-cost and confidentiality-preserving data acquisition for internet of multimedia things Y Zhang, Q He, Y Xiang, LY Zhang, B Liu, J Chen, Y Xie IEEE Internet of Things Journal 5 (5), 3442-3451, 2017 | 110 | 2017 |
| Spread spectrum audio watermarking using multiple orthogonal PN sequences and variable embedding strengths and polarities Y Xiang, I Natgunanathan, D Peng, G Hua, B Liu IEEE/ACM Transactions on Audio, Speech, and Language Processing 26 (3), 529-539, 2017 | 90 | 2017 |
| FogRoute: DTN-based Data Dissemination Model in Fog Computing L Gao, TH Luan, S Yu, W Zhou, B Liu IEEE Internet of Things Journal, 2016 | 80 | 2016 |
| Machine Learning Differential Privacy With Multifunctional Aggregation in a Fog Computing Architecture M Yang, T Zhu, B Liu, Y Xiang, W Zhou IEEE Access 6, 17119-17129, 2018 | 79 | 2018 |
| 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 | 69 | 2020 |
| 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, 2020 | 67 | 2020 |
| IdentityDP: Differential private identification protection for face images Y Wen, B Liu, M Ding, R Xie, L Song Neurocomputing 501, 197-211, 2022 | 65 | 2022 |
| Personalized and Invertible Face De-Identification by Disentangled Identity Information Manipulation J Cao, B Liu, Y Wen, R Xie, L Song Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 62 | 2021 |
| Silence is Golden: Enhancing Privacy of Location-Based Services by Content Broadcasting and Active Caching in Wireless Vehicular Networks B Liu, W Zhou, T Zhu, L Gao, T Luan, H Zhou IEEE Transactions on Vehicular Technology 65 (12), 9942 - 9953, 2016 | 62 | 2016 |
| A privacy-aware PUFs-based multiserver authentication protocol in cloud-edge IoT systems using blockchain Y Zhang, B Li, B Liu, Y Hu, H Zheng IEEE Internet of Things Journal 8 (18), 13958-13974, 2021 | 58 | 2021 |
| One Parameter Defense—Defending Against Data Inference Attacks via Differential Privacy D Ye, S Shen, T Zhu, B Liu, W Zhou IEEE Transactions on Information Forensics and Security 17, 1466-1480, 2022 | 57 | 2022 |
| GAN-based differential private image privacy protection framework for the internet of multimedia things J Yu, H Xue, B Liu, Y Wang, S Zhu, M Ding Sensors 21 (1), 58, 2020 | 51 | 2020 |
| Trusted AI in Multi-agent Systems: An Overview of Privacy and Security for Distributed Learning C Ma, JL Wei, B Liu, M Ding, L Yuan, Z Han, HV Poor Proceedings of the IEEE, 2023 | 48 | 2023 |
| Spatial coordinated medium sharing: optimal access control management in drive-thru internet H Zhou, B Liu, F Hou, TH Luan, N Zhang, L Gui, Q Yu, XS Shen IEEE Transactions on Intelligent Transportation Systems 16 (5), 2673-2686, 2015 | 45 | 2015 |
| Efficient and Privacy-Preserving Blockchain-Based Multifactor Device Authentication Protocol for Cross-Domain IIoT Y Zhang, B Li, J Wu, B Liu, R Chen, J Chang IEEE Internet of Things Journal 9 (22), 22501-22515, 2022 | 43 | 2022 |
| Invisible Hand: A Privacy Preserving Mobile Crowd Sensing Framework Based on Economic Models B Liu, W Zhou, T Zhu, H Zhou, X Lin IEEE Transactions on Vehicular Technology 66 (5), 4410-4423, 2017 | 42 | 2017 |
Wanlei ZhouProfessor, City University of Macau, MacaoVerified email at cityu.edu.mo
