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Chuan Ma

  1. Federated Learning with Differential Privacy: Algorithms and Performance Analysis
    2019/11/01 by Kang Wei, Wei, Kang, Jun Li +15 · 50 citations
    Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  2. Federated Learning With Differential Privacy: Algorithms and Performance Analysis
    2020/01/01 by Kang Wei, Jun Li, Ming Ding +6 · 53 citations
    Computer Science · #Cryptography and Data Security #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
  3. Trusted AI in Multiagent Systems: An Overview of Privacy and Security for Distributed Learning
    2023/09/01 by Chuan Ma, Jun Li, Kang Wei +5 · 5 citations
    Computer Science · #Privacy-Preserving Technologies in Data #Cryptography and Data Security #Adversarial Robustness in Machine Learning
  4. Efficient and Low Overhead Website Fingerprinting Attacks and Defenses based on TCP/IP Traffic
    2023/02/27 by Guodong Huang, Huang, Guodong, Chuan Ma +11 · 2 citations
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Network Security and Intrusion Detection
  5. Low-latency Federated Learning with DNN Partition in Distributed Industrial IoT Networks
    2022/10/26 by Xiumei Deng, Deng, Xiumei, Jun Li +11 · 2 citations
    Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Technologies #Distributed #FOS: Computer and information sciences #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
  6. Covert Model Poisoning Against Federated Learning: Algorithm Design and Optimization
    2021/01/28 by Kang Wei, Wei, Kang, Jun Li +9 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Privacy-Preserving Technologies in Data #Cryptography and Data Security
  7. Path Planning for the Dynamic UAV-Aided Wireless Systems using Monte Carlo Tree Search
    2022/01/13 by Yuwen Qian, Qian, Yuwen, Kexin Sheng +9 · 1 citation
    Engineering · Computer Science · #UAV Applications and Optimization #IoT and Edge/Fog Computing #Satellite Communication Systems
  8. Vertical Federated Learning: Challenges, Methodologies and Experiments
    2022/02/09 by Wei Kang, Jun Li, Wei, Kang +13 · 1 citation
    Computer Science · #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques #Advanced Graph Neural Networks
  9. Performance Analysis for Practical Unmanned Aerial Vehicle Networks with LoS/NLoS Transmissions
    2018/04/03 by Chang Liu, Liu, Chang, Ming Ding +9 · 1 citation
    Engineering · Computer Science · #UAV Applications and Optimization #Video Surveillance and Tracking Methods #Distributed Control Multi-Agent Systems
  10. Analysis of Age of Information in Non-terrestrial Networks
    2023/10/06 by Yanwu Lu, Lu, Yanwu, Howard H. Yang +9 · 1 citation
    Computer Science · Engineering · #Age of Information Optimization #IoT Networks and Protocols
  11. Age-Threshold Slotted ALOHA for Optimizing Information Freshness in Mobile Networks
    2023/12/18 by Fangming Zhao, Νικόλαος Παππάς, Zhao, Fangming +9 · 1 citation
    Computer Science · Engineering · #Age of Information Optimization #FOS: Computer and information sciences #IoT Networks and Protocols #Networking and Internet Architecture (cs.NI) #Opportunistic and Delay-Tolerant Networks
  12. EmInspector: Combating Backdoor Attacks in Federated Self-Supervised Learning Through Embedding Inspection
    2024/05/21 by Yuwen Qian, Qian, Yuwen, Shuchi Wu +12 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Network Security and Intrusion Detection
  13. Blockchain Assisted Federated Learning over Wireless Channels: Dynamic Resource Allocation and Client Scheduling
    2021/05/31 by Xiumei Deng, Jun Li, Deng, Xiumei +13 · 1 citation
    Computer Science · #Cryptography and Data Security #Distributed #FOS: Computer and information sciences #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)