| Blockchain for Smart Healthcare DC Nguyen, PN Pathirana, M Ding, A Seneviratne Blockchains: Empowering Technologies and Industrial Applications, 287-313, 2023 | | 2023 |
| An Adaptive Gateway Selection Mechanism for MANET-IoT Applications in 5G Networks VK Quy, NT Ban, D Van Anh, NM Quy, DC Nguyen IEEE Sensors Journal, 2023 | | 2023 |
| Holistic Survey of Privacy and Fairness in Machine Learning S Shaham, A Hajisafi, MK Quan, DC Nguyen, B Krishnamachari, C Peris, ... arXiv preprint arXiv:2307.15838, 2023 | | 2023 |
| Network-Aided Intelligent Traffic Steering in 6G ORAN: A Multi-Layer Optimization Framework VD Nguyen, TX Vu, NT Nguyen, DC Nguyen, M Juntti, NC Luong, ... IEEE Journal on Selected Areas in Communications, 2023 | 2 | 2023 |
| Latency Optimization for Blockchain-Empowered Federated Learning in Multi-Server Edge Computing DC Nguyen, S Hosseinalipour, DJ Love, PN Pathirana, CG Brinton IEEE Journal on Selected Areas in Communications, 2022 | 14 | 2022 |
| Intelligent Blockchain-based Edge Computing via Deep Reinforcement Learning: Solutions and Challenges DC Nguyen, VD Nguyen, M Ding, S Chatzinotas, PN Pathirana, ... IEEE Network, 2022 | 7 | 2022 |
| Federated deep learning for the diagnosis of cerebellar ataxia: Privacy preservation and auto-crafted feature extractor T Ngo, DC Nguyen, PN Pathirana, LA Corben, MB Delatycki, M Horne, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering 30, 803-811, 2022 | 6 | 2022 |
| Aerial computing: A new computing paradigm, applications, and challenges QV Pham, R Ruby, F Fang, DC Nguyen, Z Yang, M Le, Z Ding, WJ Hwang IEEE Internet of Things Journal 9 (11), 8339-8363, 2022 | 20 | 2022 |
| Blockchained Federated Learning for Privacy and Security Preservation: Practical Example of Diagnosing Cerebellar Ataxia T Ngo, DC Nguyen, PN Pathirana, LA Corben, M Horne, DJ Szmulewicz 2022 44th Annual International Conference of the IEEE Engineering in …, 2022 | | 2022 |
| Federated learning for smart healthcare: A survey DC Nguyen, QV Pham, PN Pathirana, M Ding, A Seneviratne, Z Lin, ... ACM Computing Surveys (CSUR) 55 (3), 1-37, 2022 | 184 | 2022 |
| Security, privacy and blockchain applications in COVID-19 detection and social distancing DC Nguyen, P Quoc-Viet, P Pathirana, M Ding, A Seneviratne Deakin University, 2022 | | 2022 |
| Artificial intelligence and big data for COVID-19 and social distancing P Quoc-Viet, DC Nguyen, P Pathirana, WJ Hwang Deakin University, 2022 | | 2022 |
| Federated Learning for COVID-19 Detection with Generative Adversarial Networks in Edge Cloud Computing DC Nguyen, M Ding, PN Pathirana, A Seneviratne, AY Zomaya IEEE Internet of Things Journal, 2021 | 53 | 2021 |
| Cooperative Task Offloading and Block Mining in Blockchain-based Edge Computing with Multi-agent Deep Reinforcement Learning DC Nguyen, M Ding, PN Pathirana, A Seneviratne, J Li, HV Poor IEEE Transactions on Mobile Computing, 2021 | 28 | 2021 |
| Secure Computation Offloading in Blockchain based IoT Networks with Deep Reinforcement Learning DC Nguyen, P Pathirana, M Ding, A Seneviratne IEEE Transactions on Network Science and Engineering, 2021 | 63 | 2021 |
| 6G Internet of Things: A comprehensive survey DC Nguyen, M Ding, PN Pathirana, A Seneviratne, J Li, D Niyato, ... IEEE Internet of Things Journal 9 (1), 359-383, 2021 | 378 | 2021 |
| Utility optimization for blockchain empowered edge computing with deep reinforcement learning DC Nguyen, M Ding, PN Pathirana, A Seneviratne, J Li, HV Poor ICC 2021-IEEE International Conference on Communications, 1-6, 2021 | 7 | 2021 |
| Federated Learning for Industrial Internet of Things in Future Industries DC Nguyen, M Ding, PN Pathirana, A Seneviratne, J Li, D Niyato, ... IEEE Wireless Communications Magazine, 2021 | 43 | 2021 |
| Deep reinforcement learning for collaborative offloading in heterogeneous edge networks DC Nguyen, PN Pathirana, M Ding, A Seneviratne 2021 IEEE/ACM 21st International Symposium on Cluster, Cloud and Internet …, 2021 | 8 | 2021 |
| Federated Learning for Internet of Things: A Comprehensive Survey DC Nguyen, M Ding, PN Pathirana, A Seneviratne, J Li, HV Poor IEEE Communications Surveys & Tutorials, 2021 | 414 | 2021 |
Ming DingPrincipal Research Scientist, Data61, CSIRO, Australia; Editor, IEEE TWC/COMST在 data61.csiro.au 的电子邮件经过验证
