| Federated learning with differential privacy: Algorithms and performance analysis K Wei, J Li, M Ding, C Ma, HH Yang, F Farokhi, S Jin, TQS Quek, HV Poor IEEE transactions on information forensics and security 15, 3454-3469, 2020 | 2059 | 2020 |
| On safeguarding privacy and security in the framework of federated learning C Ma, J Li, M Ding, HH Yang, F Shu, TQS Quek, HV Poor IEEE network 34 (4), 242-248, 2020 | 332 | 2020 |
| User-level privacy-preserving federated learning: Analysis and performance optimization K Wei, J Li, M Ding, C Ma, H Su, B Zhang, HV Poor IEEE Transactions on Mobile Computing 21 (9), 3388-3401, 2021 | 235 | 2021 |
| Blockchain assisted decentralized federated learning (BLADE-FL): Performance analysis and resource allocation J Li, Y Shao, K Wei, M Ding, C Ma, L Shi, Z Han, HV Poor IEEE Transactions on Parallel and Distributed Systems 33 (10), 2401-2415, 2021 | 196 | 2021 |
| When federated learning meets blockchain: A new distributed learning paradigm C Ma, J Li, L Shi, M Ding, T Wang, Z Han, HV Poor IEEE Computational Intelligence Magazine 17 (3), 26-33, 2022 | 186 | 2022 |
| Secrecy-based access control for device-to-device communication underlaying cellular networks J Yue, C Ma, H Yu, W Zhou IEEE Communications Letters 17 (11), 2068-2071, 2013 | 174 | 2013 |
| Interference exploitation in D2D-enabled cellular networks: A secrecy perspective C Ma, J Liu, X Tian, H Yu, Y Cui, X Wang IEEE Transactions on Communications 63 (1), 229-242, 2014 | 169 | 2014 |
| Vertical federated learning: Challenges, methodologies and experiments K Wei, J Li, C Ma, M Ding, S Wei, F Wu, G Chen, T Ranbaduge arXiv preprint arXiv:2202.04309, 2022 | 116 | 2022 |
| Low-latency federated learning over wireless channels with differential privacy K Wei, J Li, C Ma, M Ding, C Chen, S Jin, Z Han, HV Poor IEEE Journal on Selected Areas in Communications 40 (1), 290-307, 2021 | 92 | 2021 |
| Personalized federated learning with differential privacy and convergence guarantee K Wei, J Li, C Ma, M Ding, W Chen, J Wu, M Tao, HV Poor IEEE Transactions on Information Forensics and Security, 2023 | 84 | 2023 |
| Performance analysis for practical unmanned aerial vehicle networks with LoS/NLoS transmissions C Liu, M Ding, C Ma, Q Li, Z Lin, YC Liang 2018 ieee international conference on communications workshops (icc …, 2018 | 72 | 2018 |
| Socially aware caching strategy in device-to-device communication networks C Ma, M Ding, H Chen, Z Lin, G Mao, YC Liang, B Vucetic IEEE Transactions on Vehicular Technology 67 (5), 4615-4629, 2018 | 67 | 2018 |
| On the performance of successive interference cancellation in D2D-enabled cellular networks C Ma, W Wu, Y Cui, X Wang 2015 IEEE Conference on Computer Communications (INFOCOM), 37-45, 2015 | 66 | 2015 |
| Dynamic virtual resource allocation for 5G and beyond network slicing F Song, J Li, C Ma, Y Zhang, L Shi, DNK Jayakody IEEE Open Journal of Vehicular Technology 1, 215-226, 2020 | 65 | 2020 |
| Trusted AI in Multi-agent Systems: An Overview of Privacy and Security for Distributed Learning C Ma, K Wei, J Li, B Liu, M Ding, L Yuan, Z Han, HV Poor arXiv preprint arXiv:2202.09027, 2022 | 61 | 2022 |
| Localized small cell caching: A machine learning approach based on rating data P Cheng, C Ma, M Ding, Y Hu, Z Lin, Y Li, B Vucetic IEEE Transactions on Communications 67 (2), 1663-1676, 2018 | 61 | 2018 |
| Cooperative relaying schemes for device-to-device communication underlaying cellular networks C Ma, G Sun, X Tian, K Ying, H Yu, X Wang 2013 IEEE Global Communications Conference (GLOBECOM), 3890-3895, 2013 | 38 | 2013 |
| Cooperative spectrum sharing in D2D-enabled cellular networks C Ma, Y Li, H Yu, X Gan, X Wang, Y Ren, JJ Xu IEEE Transactions on Communications 64 (10), 4394-4408, 2016 | 37 | 2016 |
| Low-latency federated learning with DNN partition in distributed industrial IoT networks X Deng, J Li, C Ma, K Wei, L Shi, M Ding, W Chen IEEE Journal on Selected Areas in Communications 41 (3), 755-775, 2022 | 34 | 2022 |
| Federated learning with unreliable clients: Performance analysis and mechanism design C Ma, J Li, M Ding, K Wei, W Chen, HV Poor IEEE Internet of Things Journal 8 (24), 17308-17319, 2021 | 34 | 2021 |
Ming DingPrincipal Research Scientist & Science Lead, CSIRO, AU; Adjunct Professor@Swinburne; Editor@COMSTAdresse e-mail validée de data61.csiro.au
