orcid.org/0000-0002-2143-5666
Lecturer
Room 513
School of Information Engineering
Yangzijin Campus, Yangzhou University
Yangzhou, China, 225127
Email: jlzhang@yzu.edu.cn
讲师
扬州大学扬子津校区
信息工程学院
软件工程系
513室
2020
[1] Jiale Zhang, Bing Chen, Xiang Cheng, Huynh Thi Thanh Binh, Shui Yu. PoisonGAN: Generative Poisoning Attacks against Federated Learning in Edge Computing Systems[J]. IEEE Internet of Things Journal, 2020, 8(5): 3310-3322. (SCI, IF=9.936)
[2] Jiale Zhang, Yanchao Zhao, Jie Wu, Bing Chen. LVPDA: A Lightweight and Verifiable Privacy-Preserving Data Aggregation Scheme for Edge-Enabled IoT[J]. IEEE Internet of Things Journal, 2020, 7(5): 4016-4027. (SCI, IF=9.936)
[3] Jiale Zhang, Yanchao Zhao, Junyu Wang, Bing Chen. FedMEC: improving efficiency of differentially private federated learning via mobile edge computing[J]. Mobile Networks and Applications, 2020, 25: 2421-2433. (SCI, IF: 2.602, CCF C)
[4] Jiale Zhang, Zhen Cheng, Xiang Cheng, Bing Chen. OAC-HAS: outsourced access control with hidden access structures in fog-enhanced IoT systems[J]. Connection Science, 2020. (SCI, IF: 1.042, CCF C)
[5] Jiale Zhang, Di Wu, Chengyong Liu, Bing Chen. Defending Poisoning Attacks in Federated Learning via Adversarial Training Method[C]. International Conference on Frontiers in Cyber Security (ICFCS), 2020, 83-94. (EI)
[6] Jiale Chen, Jiale Zhang, Yanchao Zhao, Hao Han, Kun Zhu, Bing Chen. Beyond Model-Level Membership Privacy Leakage: An Adversarial Approach in Federated Learning[C]. IEEE International Conference on Computer Communications and Networks (ICCCN), 2020. (EI, CCF C)
[7] Jingwen Zhang, Jiale Zhang, Junjun Chen, Shui Yu. GAN Enhanced Membership Inference: A Passive Local Attack in Federated Learning[C]. IEEE International Conference on Communications (ICC), 2020. (EI, CCF C)
[8] Lingshuang Cai, Di Lin, Jiale Zhang, Shui Yu. Dynamic Sample Selection for Federated Learning with Heterogeneous Data in Fog Computing[C]. IEEE International Conference on Communications (ICC), 2020. (EI, CCF C)
[9] Jiangshan Hao, Yanchao Zhao, Jiale Zhang. Time Efficient Federated Learning with Semi-asynchronous Communication[C]. IEEE International Conference on Parallel and Distributed Systems (ICPADS), 2020, 156-163. (EI, CCF C)
[10] Zitong Li, Xiang Cheng, Jiale Zhang, Bing Chen. Predicting Advanced Persistent Threats for IoT Systems Based on Federated Learning[C]. International Conference on Security, Privacy, and Anonymity in Computation, Communication, and Storage (SpaCCS), 2020, 76-89. (EI)
2019
[1] Jiale Zhang, Bing Chen, Shui Yu, Hai Deng. PEFL: A privacy-enhanced federated learning scheme for big data analytics[C]. IEEE Global Communications Conference (GLOBECOM), 2019, 1-6. (EI, CCF C)
[2] Jiale Zhang, Junjun Chen, Di Wu, Bing Cheng, Shui Yu. Poisoning attack in federated learning using generative adversarial nets[C]. IEEE International Conference on Trust, Security and Privacy in Computing and Communications (Trustcom), 2019, 374-380. (EI, CCF C)
[3] Jiale Zhang, Junyu Wang, Yanchao Zhao, Bing Chen. An Efficient Federated Learning Scheme with Differential Privacy in Mobile Edge Computing[C]. International Conference on Machine Learning and Intelligent Communications (MLICOM), 2019, 538-550. (EI)
[4] Xiang Cheng, Jiale Zhang, Bing Chen. Cyber Situation Comprehension for IoT Systems based on APT Alerts and Logs Correlation[J]. Sensors, 2019, 19(18): 4045. (SCI, IF: 3.275)
[5] Zhen Cheng, Jiale Zhang, Hongyan Qian, Mingrong Xiang, Di Wu. A Privacy-Preserving Access Control Scheme with Verifiable and Outsourcing Capabilities in Fog-Cloud Computing[C]. IEEE International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP), 2019, 345-358. (EI, CCF C)
[6] Ying Zhao, Junjun Chen, Jiale Zhang, Di Wu, Jian Teng, Shui Yu. PDGAN: A Novel Poisoning Defense Method in Federated Learning Using Generative Adversarial Network[C]. IEEE International Conference on Algorithms and Architectures for Parallel Processing (ICA3PP), 2019, 595-609. (EI, CCF C)
2018
[1] Jiale Zhang, Bing Chen, Yanchao Zhao, Xiang Cheng, Feng Hu. Data security and privacy-preserving in edge computing paradigm: Survey and open issues[J]. IEEE Access, 2018, 6: 18209-18237. (SCI, IF: 3.557)
[2] Jiale Zhang, Yanchao Zhao, Jie Wu, Bing Chen. LPDA-EC: A lightweight privacy-preserving data aggregation scheme for edge computing[C]. IEEE International Conference on Mobile Ad Hoc and Sensor Systems (MASS), 2018, 98-106. (EI, CCF C)
[3] 张佳乐, 赵彦超, 陈兵, 胡峰, 朱琨. 边缘计算数据安全与隐私保护研究综述[J]. 通信学报, 2018, 39(03): 1-21. (EI, CCF B)
[4] 张佳乐, 钱红燕, 成翔, 陈兵. 一种软件定义卫星网络的多波束切换机制[J]. 北京航空航天大学学报, 2018, 44(12): 2503-2509. (EI)