Suivre
Ming Ding
Ming Ding
Principal Research Scientist & Science Lead, CSIRO, AU; Adjunct Professor@Swinburne; Editor@COMST
Adresse e-mail validée de data61.csiro.au - Page d'accueil
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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
20682020
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
11142021
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
10762019
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
9862021
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
6082022
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
6082019
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
6052015
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
5932021
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
5632021
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
4352019
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
4212020
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
3342015
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
3312020
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
2852020
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
2732021
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
2482021
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
2442020
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
1962021
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
1912020
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
1882022
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