Chuan Ma

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 90

Top Venues

CoRR

IEEE Trans. Commun.

IEEE Trans. Inf. Forensics Secur.

IEEE Netw.

University of Sydney, Australia (PHD)

Education History

University of Sydney, Australia

PHD

Publications

Pengyu Cui, Yunting Tao, Bin Zhen, Fanyu Kong, Chunpeng Ge, Chuan Ma, Jia Yu
Accelerating Graph Embedding Through Secure Distributed Outsourcing Computation in Internet of Things. IEEE Internet Things J. 11 (16) (2024)
Wenxuan Tu, Renxiang Guan, Sihang Zhou, Chuan Ma, Xin Peng, Zhiping Cai, Zhe Liu, Jieren Cheng, Xinwang Liu
Attribute-Missing Graph Clustering Network. AAAI (2024)
Xirong Ma, Chuan Ma, Yali Jiang, Chunpeng Ge
Improved privacy-preserving PCA using optimized homomorphic matrix multiplication. Comput. Secur. 138 (2024)
Chuan Ma, Long Yuan, Li Han, Ming Ding, Raghav Bhaskar, Jun Li
Data Level Privacy Preserving: A Stochastic Perturbation Approach Based on Differential Privacy (Extended abstract). ICDE (2024)
Dianlong You, Hongtao Wu, Jiale Liu, Huigui Yan, Chuan Ma, Zhen Chen, Xindong Wu
Continuous causal structure learning from incremental instances and feature spaces. Inf. Fusion 101 (2024)
Yang Bai, Gaojie Xing, Hongyan Wu, Zhihong Rao, Chengzong Peng, Yutang Rao, Wentao Yang, Chuan Ma, Jiani Li, Yimin Zhou
ISPPFL: An incentive scheme based privacy-preserving federated learning for avatar in metaverse. Comput. Networks 251 (2024)
Kang Wei, Jun Li, Ming Ding, Chuan Ma, Yo-Seb Jeon, H. Vincent Poor
Covert Model Poisoning Against Federated Learning: Algorithm Design and Optimization. IEEE Trans. Dependable Secur. Comput. 21 (3) (2024)
Yuwen Qian, Shuchi Wu, Kang Wei, Ming Ding, Di Xiao, Tao Xiang, Chuan Ma, Song Guo
EmInspector: Combating Backdoor Attacks in Federated Self-Supervised Learning Through Embedding Inspection. CoRR (2024)
Kang Wei, Jun Li, Chuan Ma, Ming Ding, Feng Shu, Haitao Zhao, Wen Chen, Hongbo Zhu
Gradient sparsification for efficient wireless federated learning with differential privacy. Sci. China Inf. Sci. 67 (4) (2024)
Yuwen Qian, Guodong Huang, Chuan Ma, Ming Ding, Long Yuan, Zi Chen, Kai Wang
Enhancing Resilience in Website Fingerprinting: Novel Adversary Strategies for Noisy Traffic Environments. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Fangming Zhao, Nikolaos Pappas, Chuan Ma, Xinghua Sun, Tony Q. S. Quek, Howard H. Yang
Age-Threshold Slotted ALOHA for Optimizing Information Freshness in Mobile Networks. CoRR (2023)
Kang Wei, Jun Li, Chuan Ma, Ming Ding, Haitao Zhao, Wen Chen, Hongbo Zhu
Gradient Sparsification for Efficient Wireless Federated Learning with Differential Privacy. CoRR (2023)
Xiumei Deng, Jun Li, Chuan Ma, Kang Wei, Long Shi, Ming Ding, Wen Chen
Low-Latency Federated Learning With DNN Partition in Distributed Industrial IoT Networks. IEEE J. Sel. Areas Commun. 41 (3) (2023)
Kang Wei, Jun Li, Chuan Ma, Ming Ding, Wen Chen, Jun Wu, Meixia Tao, H. Vincent Poor
Personalized Federated Learning With Differential Privacy and Convergence Guarantee. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Chuan Ma, Jun Li, Kang Wei, Bo Liu, Ming Ding, Long Yuan, Zhu Han, H. Vincent Poor
Trusted AI in Multiagent Systems: An Overview of Privacy and Security for Distributed Learning. Proc. IEEE 111 (9) (2023)
Yuan Fang, Yi Huang, Chuan Ma, Yinghao Jin, Gaoyuan Cheng, Guanlin Wu, Jie Xu
Energy-Efficient Transmit Beamforming and Antenna Selection with Non-Linear PA Efficiency. SPAWC (2023)
Zhengrong Song, Chuan Ma, Ming Ding, Howard H. Yang, Yuwen Qian, Xiangwei Zhou
Personalized Federated Deep Reinforcement Learning-based Trajectory Optimization for Multi-UAV Assisted Edge Computing. CoRR (2023)
Shan Ji, Jiale Zhang, Yongjing Zhang, Zhaoyang Han, Chuan Ma
LAFED: A lightweight authentication mechanism for blockchain-enabled federated learning system. Future Gener. Comput. Syst. 145 (2023)
Chuan Ma, Yingwei Zhang, Zhuming Bi
Abnormal Condition Monitoring Based on Multiview Data Collaborative Feature Regression. IEEE Trans. Instrum. Meas. 72 (2023)
Weixuan Liang, Xinwang Liu, Yong Liu, Chuan Ma, Yunping Zhao, Zhe Liu, En Zhu
Consistency of Multiple Kernel Clustering. ICML (2023)
Hao Yu, Chuan Ma, Meng Liu, Xinwang Liu, Zhe Liu, Ming Ding
uardFL: Safeguarding Federated Learning Against Backdoor Attacks through Attributed Client Graph Clustering. CoRR (2023)
Yanwu Lu, Howard H. Yang, Nikolaos Pappas, Giovanni Geraci, Chuan Ma, Tony Q. S. Quek
Analysis of Age of Information in Non-terrestrial Networks. CoRR (2023)
Wenxuan Tu, Qing Liao, Sihang Zhou, Xin Peng, Chuan Ma, Zhe Liu, Xinwang Liu, Zhiping Cai
RARE: Robust Masked Graph Autoencoder. CoRR (2023)
Guodong Huang, Chuan Ma, Ming Ding, Yuwen Qian, Chunpeng Ge, Liming Fang, Zhe Liu
Efficient and Low Overhead Website Fingerprinting Attacks and Defenses based on TCP/IP Traffic. CoRR (2023)
Chuan Ma, Long Yuan, Li Han, Ming Ding, Raghav Bhaskar, Jun Li
Data Level Privacy Preserving: A Stochastic Perturbation Approach Based on Differential Privacy. IEEE Trans. Knowl. Data Eng. 35 (4) (2023)
Luping Rao, Chuan Ma, Ming Ding, Yuwen Qian, Lu Zhou, Zhe Liu
Sparse Federated Training of Object Detection in the Internet of Vehicles. ICC (2023)
Zhengrong Song, Chuan Ma, Ming Ding, Howard H. Yang, Yuwen Qian, Xiangwei Zhou
Personalized Federated Deep Reinforcement Learning-based Trajectory Optimization for Multi-UAV Assisted Edge Computing. ICCC (2023)
Shuchi Wu, Chuan Ma, Kang Wei, Xiaogang Xu, Ming Ding, Yuwen Qian, Tao Xiang
Refine, Discriminate and Align: Stealing Encoders via Sample-Wise Prototypes and Multi-Relational Extraction. CoRR (2023)
Xiumei Deng, Jun Li, Chuan Ma, Kang Wei, Long Shi, Ming Ding, Wen Chen, H. Vincent Poor
Blockchain Assisted Federated Learning Over Wireless Channels: Dynamic Resource Allocation and Client Scheduling. IEEE Trans. Wirel. Commun. 22 (5) (2023)
Yanwu Lu, Howard H. Yang, Nikolaos Pappas, Giovanni Geraci, Chuan Ma, Tony Q. S. Quek
Analysis of Age of Information in Non-terrestrial Networks. GLOBECOM (Workshops) (2023)
Wenjie Zhou, Zhaoyang Han, Chuan Ma, Zhe Liu, Piji Li
Interpretability-Based Cross-Silo Federated Learning. CICAI (2) (2023)
Luping Rao, Chuan Ma, Ming Ding, Yuwen Qian, Lu Zhou, Zhe Liu
Sparse Federated Training of Object Detection in the Internet of Vehicles. CoRR (2023)
Shan Ji, Wei Zhou, Chuan Ma, Dafang Li, Kui Zhu, Liming Fang
Proofs of retrievability with tag outsourcing based on Goppa codes. Comput. Stand. Interfaces 86 (2023)
Yafan Yang, Long Shi, Jun Li, Taotao Wang, Zhe Wang, Bin Cao, Chuan Ma
Blockchain-aided Cooperative Spectrum Sensing: Decentralized Reputation Management and Performance Optimization. GLOBECOM (2023)
Chuan Ma, Jun Li, Ming Ding, Bo Liu, Kang Wei, Jian Weng, H. Vincent Poor
RDP-GAN: A Rényi-Differential Privacy Based Generative Adversarial Network. IEEE Trans. Dependable Secur. Comput. 20 (6) (2023)
Guodong Huang, Chuan Ma, Ming Ding, Yuwen Qian, Chunpeng Ge, Liming Fang, Zhe Liu
Efficient and Low Overhead Website Fingerprinting Attacks and Defenses based on TCP/IP Traffic. WWW (2023)
Yuwen Qian, Kexin Sheng, Chuan Ma, Jun Li, Ming Ding, Mahbub Hassan
Path Planning for the Dynamic UAV-Aided Wireless Systems using Monte Carlo Tree Search. CoRR (2022)
Fengyuan Qiu, Hao Yang, Lu Zhou, Chuan Ma, Liming Fang
Privacy Preserving Federated Learning Using CKKS Homomorphic Encryption. WASA (1) (2022)
Kang Wei, Jun Li, Chuan Ma, Ming Ding, Sha Wei, Fan Wu, Guihai Chen, Thilina Ranbaduge
Vertical Federated Learning: Challenges, Methodologies and Experiments. CoRR (2022)
Xin Cheng, Tingting Liu, Feng Shu, Chuan Ma, Jun Li, Jiangzhou Wang
Providing Location Information at Edge Networks: A Federated Learning-Based Approach. IEEE Netw. 36 (5) (2022)
LuLu Shuai, JianHong Ye, Chuan Ma
Missing Fault Data Processing Method Based On Improved Harmony Search Algorithm. ICNSC (2022)
Dongkui Liang, Limin Shen, Zhen Chen, Chuan Ma, Jiayin Feng
A Formal Method for Description and Decision of Android Apps Behavior Based on Process Algebra. IEEE Access 10 (2022)
Xiumei Deng, Jun Li, Chuan Ma, Kang Wei, Long Shi, Ming Ding, Wen Chen
Low-latency Federated Learning with DNN Partition in Distributed Industrial IoT Networks. CoRR (2022)
Kang Wei, Jun Li, Chuan Ma, Ming Ding, Cailian Chen, Shi Jin, Zhu Han, H. Vincent Poor
Low-Latency Federated Learning Over Wireless Channels With Differential Privacy. IEEE J. Sel. Areas Commun. 40 (1) (2022)
Yuan Fang, Yi Huang, Chuan Ma, Yinghao Jin, Gaoyuan Cheng, Guanlin Wu, Jie Xu
Energy-Efficient Transmit Beamforming and Antenna Selection with Non-Linear PA Efficiency. CoRR (2022)
Jun Li, Yumeng Shao, Kang Wei, Ming Ding, Chuan Ma, Long Shi, Zhu Han, H. Vincent Poor
Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation. IEEE Trans. Parallel Distributed Syst. 33 (10) (2022)
Chuan Ma, Jun Li. Kang Wei, Bo Liu, Ming Ding, Long Yuan, Zhu Han, H. Vincent Poor
Trusted AI in Multi-agent Systems: An Overview of Privacy and Security for Distributed Learning. CoRR (2022)
Xin Cheng, Chuan Ma, Jun Li, Haiwei Song, Feng Shu, Jiangzhou Wang
Federated Learning-Based Localization With Heterogeneous Fingerprint Database. IEEE Wirel. Commun. Lett. 11 (7) (2022)
Chuan Ma, Jun Li, Long Shi, Ming Ding, Taotao Wang, Zhu Han, H. Vincent Poor
When Federated Learning Meets Blockchain: A New Distributed Learning Paradigm. IEEE Comput. Intell. Mag. 17 (3) (2022)
Yuwen Qian, Kexin Sheng, Chuan Ma, Jun Li, Ming Ding, Mahbub Hassan
Path Planning for the Dynamic UAV-Aided Wireless Systems Using Monte Carlo Tree Search. IEEE Trans. Veh. Technol. 71 (6) (2022)
Chuan Ma, JianHong Ye, LuLu Shuai
Research on Last State Based Hidden Markov Models Encoding Algorithm. ICNSC (2022)
Kang Wei, Jun Li, Ming Ding, Chuan Ma, Hang Su, Bo Zhang, H. Vincent Poor
User-Level Privacy-Preserving Federated Learning: Analysis and Performance Optimization. IEEE Trans. Mob. Comput. 21 (9) (2022)
Kang Wei, Jun Li, Chuan Ma, Ming Ding, Cailian Chen, Shi Jin, Zhu Han, H. Vincent Poor
Low-Latency Federated Learning over Wireless Channels with Differential Privacy. CoRR (2021)
Jun Li, Yumeng Shao, Kang Wei, Ming Ding, Chuan Ma, Long Shi, Zhu Han, H. Vincent Poor
Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation. CoRR (2021)
Kang Wei, Jun Li, Ming Ding, Chuan Ma, Yo-Seb Jeon, H. Vincent Poor
Covert Model Poisoning Against Federated Learning: Algorithm Design and Optimization. CoRR (2021)
Yongjie Zhan, Le Li, Yuwen Qian, Chuan Ma, Ming Ding, Bo Liu
A Hybrid Spatiotemporal Attack in Continuous LBS Queries. iThings/GreenCom/CPSCom/SmartData/Cybermatics (2021)
Xiumei Deng, Jun Li, Chuan Ma, Kang Wei, Long Shi, Ming Ding, Wen Chen, H. Vincent Poor
On Dynamic Resource Allocation for Blockchain Assisted Federated Learning over Wireless Channels. CoRR (2021)
Chuan Ma, Jun Li, Ming Ding, Kang Wei, Wen Chen, H. Vincent Poor
Federated Learning With Unreliable Clients: Performance Analysis and Mechanism Design. IEEE Internet Things J. 8 (24) (2021)
Jie Zhang, Chuan Ma, Wei Wang, Kai Zheng, Yong Cui
Poster: EasyTrans: Enable Fast Iteration of Transport Protocol. ICNP (2021)
Chuan Ma, Jun Li, Ming Ding, Kang Wei, Wen Chen, H. Vincent Poor
Federated Learning with Unreliable Clients: Performance Analysis and Mechanism Design. CoRR (2021)
Kang Wei, Jun Li, Ming Ding, Chuan Ma, Hang Su, Bo Zhang, H. Vincent Poor
Performance Analysis and Optimization in Privacy-Preserving Federated Learning. CoRR (2020)
Kang Wei, Jun Li, Ming Ding, Chuan Ma, Howard H. Yang, Farhad Farokhi, Shi Jin, Tony Q. S. Quek, H. Vincent Poor
Federated Learning With Differential Privacy: Algorithms and Performance Analysis. IEEE Trans. Inf. Forensics Secur. 15 (2020)
Jun Li, Yumeng Shao, Ming Ding, Chuan Ma, Kang Wei, Zhu Han, H. Vincent Poor
Blockchain Assisted Decentralized Federated Learning (BLADE-FL) with Lazy Clients. CoRR (2020)
Chuan Ma, Yancheng Liu, Chuan Wang, Qinjin Zhang
A neutral mutated operator applied for DE algorithms. J. Ambient Intell. Humaniz. Comput. 11 (9) (2020)
Chuan Ma, Jun Li, Ming Ding, Bo Liu, Kang Wei, Jian Weng, H. Vincent Poor
RDP-GAN: A Rényi-Differential Privacy based Generative Adversarial Network. CoRR (2020)
Chuan Ma, Jun Li, Ming Ding, Howard H. Yang, Feng Shu, Tony Q. S. Quek, H. Vincent Poor
On Safeguarding Privacy and Security in the Framework of Federated Learning. IEEE Netw. 34 (4) (2020)
Chuan Ma, Jun Li, Ming Ding, Long Shi, Taotao Wang, Zhu Han, H. Vincent Poor
When Federated Learning Meets Blockchain: A New Distributed Learning Paradigm. CoRR (2020)
Zhen Chen, Limin Shen, Dianlong You, Chuan Ma, Feng Li
A location-aware matrix factorisation approach for collaborative web service QoS prediction. Int. J. Comput. Sci. Eng. 19 (3) (2019)
Zhen Chen, Limin Shen, Dianlong You, Huihui Jia, Chuan Ma, Feng Li
Modelling geographical effect of user neighbourhood on collaborative web service QoS prediction. Int. J. High Perform. Comput. Netw. 14 (2) (2019)
Chuan Ma, Jianping Yuan, Dejia Che
Characteristic Frequency Input Neural Network for Inertia Identification of Tumbling Space Target. ICIRA (5) (2019)
Chuan Ma, Jun Li, Ming Ding, Howard Hao Yang, Feng Shu, Tony Q. S. Quek, H. Vincent Poor
On Safeguarding Privacy and Security in the Framework of Federated Learning. CoRR (2019)
Peng Cheng, Chuan Ma, Ming Ding, Yongjun Hu, Zihuai Lin, Yonghui Li, Branka Vucetic
Localized Small Cell Caching: A Machine Learning Approach Based on Rating Data. IEEE Trans. Commun. 67 (2) (2019)
Kang Wei, Jun Li, Ming Ding, Chuan Ma, Howard H. Yang, Farhad Farokhi, Shi Jin, Tony Q. S. Quek, H. Vincent Poor
Federated Learning with Differential Privacy: Algorithms and Performance Analysis. CoRR (2019)
Dianlong You, Xindong Wu, Limin Shen, Song Deng, Zhen Chen, Chuan Ma, Qiusheng Lian
Online Feature Selection for Streaming Features Using Self-Adaption Sliding-Window Sampling. IEEE Access 7 (2019)
Xianghao Hou, Jianping Yuan, Chuan Ma, Chong Sun
Parameter estimations of uncooperative space targets using novel mixed artificial neural network. Neurocomputing 339 (2019)
Qingzhi Li, Ming Ding, Chuan Ma, Chang Liu, Zihuai Lin, Ying-Chang Liang
A Reinforcement Learning Based User Association Algorithm for UAV Networks. ITNAC (2018)
Chuan Ma, Ming Ding, David López-Pérez, Zihuai Lin, Jun Li, Guoqiang Mao
Performance Analysis of the Idle Mode Capability in a Dense Heterogeneous Cellular Network. IEEE Trans. Commun. 66 (9) (2018)
Chang Liu, Ming Ding, Chuan Ma, Qingzhi Li, Zihuai Lin, Ying-Chang Liang
Performance Analysis for Practical Unmanned Aerial Vehicle Networks with LoS/NLoS Transmissions. ICC Workshops (2018)
Chuan Ma, Ming Ding, He Chen, Zihuai Lin, Guoqiang Mao, David López-Pérez
On the performance of multi-tier heterogeneous cellular networks with idle mode capability. WCNC (2018)
Chang Liu, Ming Ding, Chuan Ma, Qingzhi Li, Zihuai Lin, Ying-Chang Liang
Performance Analysis for Practical Unmanned Aerial Vehicle Networks with LoS/NLoS Transmissions. CoRR (2018)
Caisheng Wei, Jianjun Luo, Chuan Ma, Honghua Dai, Jianping Yuan
Event-triggered neuroadaptive control for postcapture spacecraft with ultralow-frequency actuator updates. Neurocomputing 315 (2018)
Dianlong You, Xindong Wu, Limin Shen, Zhen Chen, Chuan Ma, Song Deng
Online Feature Selection for Streaming Features with High Redundancy Using Sliding-Window Sampling. ICBK (2018)
Chuan Ma, Ming Ding, He Chen, Zihuai Lin, Guoqiang Mao, Ying-Chang Liang, Branka Vucetic
Socially Aware Caching Strategy in Device-to-Device Communication Networks. IEEE Trans. Veh. Technol. 67 (5) (2018)
Bolin Liao, Chuan Ma, Lin Xiao, Rongbo Lu, Lei Ding
An Arctan-Activated WASD Neural Network Approach to the Prediction of Dow Jones Industrial Average. ISNN (1) (2017)
Chuan Ma, Ming Ding, He Chen, Zihuai Lin, Guoqiang Mao, David López-Pérez
On the Performance of Multi-tier Heterogeneous Cellular Networks with Idle Mode Capability. CoRR (2017)
Chuan Ma, Weijie Wu, Ying Cui, Xinbing Wang
On the performance of interference cancelation in D2D-enabled cellular networks. Wirel. Commun. Mob. Comput. 16 (16) (2016)
Chuan Ma, Yuqing Li, Hui Yu, Xiaoying Gan, Xinbing Wang, Yong Ren, Jun (Jim) Xu
Cooperative Spectrum Sharing in D2D-Enabled Cellular Networks. IEEE Trans. Commun. 64 (10) (2016)
Zhen Chen, Limin Shen, Dianlong You, Feng Li, Chuan Ma
Alleviating Data Sparsity in Web Service QoS Prediction by Capturing Region Context Influence. CollaborateCom (2016)
Chuan Ma, Zihuai Lin, Loris Marini, Jun Li, Branka Vucetic
Learning automaton based distributed caching for mobile social networks. WCNC (2016)
Chuan Ma, Ming Ding, He Chen, Zihuai Lin, Guoqiang Mao, Xu Li
Socially Aware Distributed Caching in Device-to-Device Communication Networks. GLOBECOM Workshops (2016)
Chuan Ma, Weijie Wu, Ying Cui, Xinbing Wang
On the performance of successive interference cancellation in D2D-enabled cellular networks. INFOCOM (2015)
Chuan Ma, Jiaqi Liu, Xiaohua Tian, Hui Yu, Ying Cui, Xinbing Wang
Interference Exploitation in D2D-Enabled Cellular Networks: A Secrecy Perspective. IEEE Trans. Commun. 63 (1) (2015)
Tao Wang, Limin Shen, Chuan Ma
A Process Algebra-Based Detection Model for Multithreaded Programs in Communication System. KSII Trans. Internet Inf. Syst. 8 (3) (2014)
Wei Zhou, Changcheng Ren, Chuan Ma, Hui Yu, Hanwen Luo, Xiaoying Gan, Wang Xi
Multicast/broadcast service in integrated VANET-cellular heterogeneous wireless networks. WCSP (2013)
Jianting Yue, Chuan Ma, Hui Yu, Zhen Yang, Xiaoying Gan
Secrecy-based channel assignment for device-to-device communication: An auction approach. WCSP (2013)
Chuan Ma, Gaofei Sun, Xiaohua Tian, Kai Ying, Hui Yu, Xinbing Wang
Cooperative relaying schemes for device-to-device communication underlaying cellular networks. GLOBECOM (2013)
Jianting Yue, Chuan Ma, Hui Yu, Wei Zhou
Secrecy-Based Access Control for Device-to-Device Communication Underlaying Cellular Networks. IEEE Commun. Lett. 17 (11) (2013)
Chuan Ma, Guanding Yu, Jietao Zhang
Inter-Tier Handover in Macrocell/Relay/Femtocell Heterogeneous Networks. VTC Spring (2012)
Chuan Ma, Rui Yin, Guanding Yu, Jietao Zhang
Reference signal power control for load balancing in downlink LTE-A self-organizing networks. PIMRC (2012)
Chuan Ma, Guanding Yu, Jietao Zhang
A node grouping algorithm for joint relay selection and resource allocation in cooperative cognitive radio networks. WCSP (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Chuan Ma