Ming Ding

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David López-PérezUniversitat Politècnica de ValènciaVerified email at ieee.org
Jun LiNanjing University of Science and TechnologyVerified email at njust.edu.cn
Zihuai LinUniversity of SydneyVerified email at sydney.edu.au
Guoqiang MaoFIEEE, Distinguished Professor, Xidian UniversityVerified email at xidian.edu.cn
Aruna SeneviratneProfessor of Telecommunications, University of New South WalesVerified email at unsw.edu.au
Pubudu N. PathiranaProfessor Deakin UniversityVerified email at deakin.edu.au
HV PoorMichael Henry Strater University Professor, Princeton UniversityVerified email at princeton.edu
Dinh C. NguyenAssistant Professor, University of Alabama in Huntsville, USAVerified email at uah.edu
Chuan MaZhejiang Lab, and Nanjing University of Science and TechnologyVerified email at zhejianglab.edu.cn
Mahbub HassanProfessor of Computer Science and Engineering, University of New South Wales, SydneyVerified email at unsw.edu.au
Kang Wei (韦康)Post-doctoral Fellow of The Hong Kong Polytechnic UniversityVerified email at polyu.edu.hk
Bo LiuUniversity of Technology SydneyVerified email at uts.edu.au
Azade FotouhiPhD from University of New South Wales, Sydney, AustraliaVerified email at unsw.edu.au
Wen Chen, CIE Fellow, IEEE DLShanghai Jiao Tong University, Editor, IEEE TWC/TCOM/ACCESS/OJVTVerified email at sjtu.edu.cn
Branka VuceticThe University of SydneyVerified email at sydney.edu.au
Sina ShahamUniversity of Southern CaliforniaVerified email at usc.edu
Lorenzo Galati GiordanoSenior Research Engineer - MTS at Bell Labs, Nokia Stuttgart (Germany)Verified email at nokia-bell-labs.com
Adrian Garcia-RodriguezAI Research & Systems - Ericsson R&DVerified email at ieee.org
Peng ChengLa Trobe University/The University of SydneyVerified email at sydney.edu.au
Dali KaafarProfessor, Executive Director, Research Group Director Faculty of Science and Engineering MacquarieVerified email at mq.edu.au

Ming Ding

Principal Research Scientist, Data61, CSIRO, Australia; Editor, IEEE TWC/COMST

Verified email at data61.csiro.au - Homepage

Data Privacy and Security Machine Learning and AI Information Technology Networking


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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	798	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	745	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	555	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	358	2019
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	296	2021
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	292	2015
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	279	2021
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	270	2020
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	209	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	200	2021
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	199	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	177	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	176	2020
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	137	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	136	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	128	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	119	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	117	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	117	2015
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	113	2022

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