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 | 712 | 2020 |
Survey on UAV cellular communications: Practical aspects, standardization advancements, regulation, and security challenges A Fotouhi, H Qiang, M Ding, M Hassan, LG Giordano, A Garcia-Rodriguez, ... IEEE Communications surveys & tutorials 21 (4), 3417-3442, 2019 | 708 | 2019 |
Towards 1 Gbps/UE in cellular systems: Understanding ultra-dense small cell deployments D López-Pérez, M Ding, H Claussen, AH Jafari IEEE Communications Surveys & Tutorials 17 (4), 2078-2101, 2015 | 548 | 2015 |
Blockchain for secure ehrs sharing of mobile cloud based e-health systems DC Nguyen, PN Pathirana, M Ding, A Seneviratne IEEE access 7, 66792-66806, 2019 | 334 | 2019 |
Performance impact of LoS and NLoS transmissions in dense cellular networks M Ding, P Wang, D López-Pérez, G Mao, Z Lin IEEE Transactions on Wireless Communications 15 (3), 2365-2380, 2015 | 288 | 2015 |
Blockchain for 5G and beyond networks: A state of the art survey DC Nguyen, PN Pathirana, M Ding, A Seneviratne Journal of Network and Computer Applications 166, 102693, 2020 | 257 | 2020 |
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 23 (3), 1622-1658, 2021 | 247 | 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 | 220 | 2021 |
The impact of adverse weather conditions on autonomous vehicles: how rain, snow, fog, and hail affect the performance of a self-driving car S Zang, M Ding, D Smith, P Tyler, T Rakotoarivelo, MA Kaafar IEEE vehicular technology magazine 14 (2), 103-111, 2019 | 182 | 2019 |
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 | 172 | 2021 |
Blockchain and AI-based solutions to combat coronavirus (COVID-19)-like epidemics: A survey DC Nguyen, M Ding, PN Pathirana, A Seneviratne Ieee Access 9, 95730-95753, 2021 | 164 | 2021 |
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 | 160 | 2020 |
Federated learning meets blockchain in edge computing: Opportunities and challenges DC Nguyen, M Ding, QV Pham, PN Pathirana, LB Le, A Seneviratne, J Li, ... IEEE Internet of Things Journal 8 (16), 12806-12825, 2021 | 159 | 2021 |
Optimal base station antenna downtilt in downlink cellular networks J Yang, M Ding, G Mao, Z Lin, DG Zhang, TH Luan IEEE Transactions on Wireless Communications 18 (3), 1779-1791, 2019 | 133 | 2019 |
Integration of blockchain and cloud of things: Architecture, applications and challenges DC Nguyen, PN Pathirana, M Ding, A Seneviratne IEEE Communications surveys & tutorials 22 (4), 2521-2549, 2020 | 128 | 2020 |
Path planning for UAV-mounted mobile edge computing with deep reinforcement learning Q Liu, L Shi, L Sun, J Li, M Ding, F Shu IEEE Transactions on Vehicular Technology 69 (5), 5723-5728, 2020 | 117 | 2020 |
Privacy-preserved task offloading in mobile blockchain with deep reinforcement learning DC Nguyen, PN Pathirana, M Ding, A Seneviratne IEEE Transactions on Network and Service Management 17 (4), 2536-2549, 2020 | 114 | 2020 |
Will the area spectral efficiency monotonically grow as small cells go dense? M Ding, D López-Pérez, G Mao, P Wang, Z Lin 2015 IEEE Global Communications Conference (GLOBECOM), 1-7, 2015 | 113 | 2015 |
Will the area spectral efficiency monotonically grow as small cells go dense? M Ding, D López-Pérez, G Mao, P Wang, Z Lin 2015 IEEE Global Communications Conference (GLOBECOM), 1-7, 2015 | 113 | 2015 |
Flying drone base stations for macro hotspots A Fotouhi, M Ding, M Hassan IEEE Access 6, 19530-19539, 2018 | 106 | 2018 |