Generative Adversarial Networks: A Survey Towards Private and Secure Applications Z Cai, Z Xiong, H Xu, P Wang, W Li, Y Pan ACM Computing Surveys, 2021 | 287 | 2021 |
Privacy Threat and Defense for Federated Learning With Non-i.i.d. Data in AIoT Z Xiong, Z Cai, D Takabi, W Li IEEE Transactions on Industrial Informatics 18 (2), 1310-1321, 2021 | 115 | 2021 |
Privacy-Preserving Auto-Driving: a GAN-based Approach to Protect Vehicular Camera Data Z Xiong, W Li, Q Han, Z Cai IEEE International Conference on Data Mining, 2019 | 92 | 2019 |
ADGAN: Protect your location privacy in camera data of auto-driving vehicles Z Xiong, Z Cai, Q Han, A Alrawais, W Li IEEE Transactions on Industrial Informatics 17 (9), 6200-6210, 2020 | 70 | 2020 |
Multi-Source Adversarial Sample Attack on Autonomous Vehicles Z Xiong, H Xu, W Li, Z Cai IEEE Transactions on Vehicular Technology, 2021 | 56 | 2021 |
Research on Trajectory Data Releasing Method via Differential Privacy Based on Spatial Partition Q Han, Z Xiong, K Zhang Security and Communication Networks 2018, 2018 | 19 | 2018 |
Federated Generative Model on Multi-Source Heterogeneous Data in IoT Z Xiong, W Li, Z Cai AAAI Conference on Artificial Intelligence, 2022 | 16 | 2022 |
Towards Neural Network-based Communication System: Attack and Defense Z Xiong, Z Cai, C Hu, D Takabi, W Li IEEE Transactions on Dependable and Secure Computing, 2022 | 10 | 2022 |
Gated recurrent unit-based parallel network traffic anomaly detection using subagging ensembles X Tao, Y Peng, F Zhao, C Yang, B Qiang, Y Wang, Z Xiong Ad Hoc Networks, 2021 | 9 | 2021 |
Defeat: A decentralized federated learning against gradient attacks G Lu, Z Xiong, R Li, N Mohammad, Y Li, W Li High-Confidence Computing 3 (3), 100128, 2023 | 6 | 2023 |
Decentralized Federated Learning: A Defense against Gradient Inversion Attack G Lu, Z Xiong, W Li EAI International Wireless Internet Conference, 2022 | 6 | 2022 |
Top-k Socially Constrained Spatial Keyword Search in Large SIoT Networks J Wang, Z Xiong, Q Han, X Han, D Yang IEEE Internet of Things Journal, 2021 | 6 | 2021 |
Pairwise Gaussian Graph Convolutional Networks: Defense Against Graph Adversarial Attack G Lu, Z Xiong, J Meng, W Li IEEE Global Communications Conference, 2022 | 2 | 2022 |
A Self-Supervised Purification Mechanism for Adversarial Samples B Xie, H Xu, Z Xiong, Y Li, Z Cai IEEE International Conference on Smart Data, 2022 | 2 | 2022 |
CGPP-POI: A Recommendation Model Based on Privacy Protection G Li, G Yin, Z Xiong, F Chen Wireless Communications and Mobile Computing, 2021 | 2 | 2021 |
Exact-Fun: An Exact and Efficient Federated Unlearning Approach Z Xiong, W Li, Y Li, Z Cai IEEE International Conference on Data Mining, 2023 | 1 | 2023 |
Personalized sampling graph collection with local differential privacy for link prediction L Jiang, Y Yan, Z Tian, Z Xiong, Q Han World Wide Web 26 (5), 2669-2689, 2023 | 1 | 2023 |
Towards privacy preservation of federated learning in artificial intelligence of things Z Xiong | 1 | 2023 |
Exp-SoftLexicon Lattice Model Integrating Radical-Level Features for Chinese NER L Li, S Hu, J Chen, Y Wang, Z Xiong The 34th International Conference on Software Engineering & Knowledge …, 2022 | 1 | 2022 |
PV-PATE: An Improved PATE for Deep Learning with Differential Privacy in Trusted Industrial Data Matrix H Hu, Q Han, Z Ma, Y Yan, Z Xiong, L Jiang, Y Zhang Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint …, 2023 | | 2023 |