Research on Trajectory Data Releasing Method via Differential Privacy Based on Spatial Partition. - Qilong Han; Zuobin Xiong; Kejia Zhang 001 (Secur. Commun. Networks, 2018)

Privacy-Preserving Auto-Driving: A GAN-Based Approach to Protect Vehicular Camera Data. - Zuobin Xiong; Wei Li 059; Qilong Han; Zhipeng Cai 001 (ICDM, 2019)

Gated recurrent unit-based parallel network traffic anomaly detection using subagging ensembles. - Xiaoling Tao; Yang Peng; Feng Zhao 002; Changsong Yang; Baohua Qiang; Yufeng Wang 011; Zuobin Xiong (Ad Hoc Networks, 2021)

Generative Adversarial Networks: A Survey Towards Private and Secure Applications. - Zhipeng Cai 001; Zuobin Xiong; Honghui Xu; Peng Wang 190; Wei Li 059; Yi Pan 001 (CoRR, 2021)

ADGAN: Protect Your Location Privacy in Camera Data of Auto-Driving Vehicles. - Zuobin Xiong; Zhipeng Cai 001; Qilong Han; Arwa Alrawais; Wei Li 059 (IEEE Trans. Ind. Informatics, 2021)

Multi-Source Adversarial Sample Attack on Autonomous Vehicles. - Zuobin Xiong; Honghui Xu; Wei Li 059; Zhipeng Cai 001 (IEEE Trans. Veh. Technol., 2021)

CGPP-POI: A Recommendation Model Based on Privacy Protection. - Gesu Li; Guisheng Yin; Zuobin Xiong; Fukun Chen (Wirel. Commun. Mob. Comput., 2021)

Pairwise Gaussian Graph Convolutional Networks: Defense Against Graph Adversarial Attack. - Guangxi Lu; Zuobin Xiong; Jing Meng; Wei Li 059 (GLOBECOM, 2022)

A Self-Supervised Purification Mechanism for Adversarial Samples. - Bingyi Xie; Honghui Xu; Zuobin Xiong; Yingshu Li; Zhipeng Cai 001 (iThings/GreenCom/CPSCom/SmartData/Cybermatics, 2022)

Exp-SoftLexicon Lattice Model Integrating Radical-Level Features for Chinese NER. - Lijie Li; Shuangyang Hu; Junhao Chen; Ye Wang 021; Zuobin Xiong (SEKE, 2022)

Decentralized Federated Learning: A Defense Against Gradient Inversion Attack. - Guangxi Lu; Zuobin Xiong; Ruinian Li; Wei Li 059 (WiCON, 2022)

Generative Adversarial Networks: A Survey Toward Private and Secure Applications. - Zhipeng Cai 001; Zuobin Xiong; Honghui Xu; Peng Wang 190; Wei Li 059; Yi Pan 001 (ACM Comput. Surv., 2022)

Top-k Socially Constrained Spatial Keyword Search in Large SIoT Networks. - Jinbao Wang; Zuobin Xiong; Qilong Han; Xixian Han; Donghua Yang (IEEE Internet Things J., 2022)

Privacy Threat and Defense for Federated Learning With Non-i.i.d. Data in AIoT. - Zuobin Xiong; Zhipeng Cai 001; Daniel Takabi; Wei Li 059 (IEEE Trans. Ind. Informatics, 2022)

Federated Generative Model on Multi-Source Heterogeneous Data in IoT. - Zuobin Xiong; Wei Li 059; Zhipeng Cai 001 (AAAI, 2023)

PV-PATE: An Improved PATE for Deep Learning with Differential Privacy in Trusted Industrial Data Matrix. - Hongyu Hu; Qilong Han; Zhiqiang Ma; Yukun Yan; Zuobin Xiong; Linyu Jiang; Yuemin Zhang 001 (APWeb/WAIM (3), 2023)

Sequence-Based Modeling for Temporal Knowledge Graph Link Prediction. - Lijie Li; Wenqiang Liu; Zuobin Xiong; Ye Wang 021 (ICANN (4), 2023)

Exact-Fun: An Exact and Efficient Federated Unlearning Approach. - Zuobin Xiong; Wei Li 059; Yingshu Li; Zhipeng Cai 001 (ICDM, 2023)

Backdoor Attack on 3D Grey Image Segmentation. - Honghui Xu; Zhipeng Cai 001; Zuobin Xiong; Wei Li 059 (ICDM, 2023)

Towards Neural Network-Based Communication System: Attack and Defense. - Zuobin Xiong; Zhipeng Cai 001; Chunqiang Hu; Daniel Takabi; Wei Li 059 (IEEE Trans. Dependable Secur. Comput., 2023)

Personalized sampling graph collection with local differential privacy for link prediction. - Linyu Jiang; Yukun Yan; Zhihong Tian; Zuobin Xiong; Qilong Han (World Wide Web (WWW), 2023)

Appro-Fun: Approximate Machine Unlearning in Federated Setting. - Zuobin Xiong; Wei Li 059; Zhipeng Cai 001 (ICCCN, 2024)

FCFL: A Fairness Compensation-Based Federated Learning Scheme with Accumulated Queues. - Lingfu Wang; Zuobin Xiong; Guangchun Luo; Wei Li 059; Aiguo Chen (ECML/PKDD (3), 2024)

Efficient Phishing Website Detection via HTML Tag Sequence Analysis Using Encoder Models. - Jemin Ahn; Zuobin Xiong; Homook Cho; Kyungtae Kang; Junggab Son (ICCCN, 2025)

DDSNet: A Lightweight Dense Depthwise Separable Network for Tumor Classification. - An Huang; Junggab Son; Zuobin Xiong (SAC, 2025)

A Survey of Machine Unlearning in Generative AI Models: Methods, Applications, Security, and Challenges. - An Huang; Zhipeng Cai 001; Zuobin Xiong (IEEE Internet Things J., 2025)