Cancelled Primary Care Appointments: A Prospective Cohort Study of Diabetic Patients. - Sara A. McComb; Zhiyi Tian; Laura Sands; Ayten Turkcan; Lingsong Zhang; Shree Frazier; Mark A. Lawley (J. Medical Syst., 2017)

A Distance-Based Method for Building an Encrypted Malware Traffic Identification Framework. - Jiayong Liu; Zhiyi Tian; Rongfeng Zheng; Liang Liu 009 (IEEE Access, 2019)

A Novel Android Malware Detection Method Based on Visible User Interface. - Shuaishuai Tan; Zhiyi Tian; Xiaoxiong Zhong; Shui Yu 001; Weizhe Zhang; Guozhong Dong (TrustCom, 2021)

GSMI: A Gradient Sign Optimization Based Model Inversion Method. - Zhiyi Tian; Chenhan Zhang; Lei Cui 006; Shui Yu 001 (AI, 2022)

Utility-Aware Privacy-Preserving Federated Learning through Information Bottleneck. - Shaolong Guo; Zhou Su; Zhiyi Tian; Shui Yu 001 (TrustCom, 2022)

Sneaking Through Security: Mutating Live Network Traffic to Evade Learning-Based NIDS. - Shuaishuai Tan; Xiaoxiong Zhong; Zhiyi Tian; Qingkuan Dong (IEEE Trans. Netw. Serv. Manag., 2022)

BFU: Bayesian Federated Unlearning with Parameter Self-Sharing. - Weiqi Wang; Zhiyi Tian; Chenhan Zhang; An Liu 002; Shui Yu 001 (AsiaCCS, 2023)

Construct New Graphs Using Information Bottleneck Against Property Inference Attacks. - Chenhan Zhang; Zhiyi Tian; James J. Q. Yu; Shui Yu 001 (ICC, 2023)

Inferring Private Data from AI Models in Metaverse through Black-box Model Inversion Attacks. - Zhiyi Tian; Chenhan Zhang; Keshav Sood; Shui Yu 001 (MetaCom, 2023)

Personalized Federated Learning for Heterogeneous Residential Load Forecasting. - Xiaodong Qu; Chengcheng Guan; Gang Xie 001; Zhiyi Tian; Keshav Sood; Chaoli Sun; Lei Cui 006 (Big Data Min. Anal., 2023)

A Comprehensive Survey on Poisoning Attacks and Countermeasures in Machine Learning. - Zhiyi Tian; Lei Cui 006; Jie Liang 004; Shui Yu 001 (ACM Comput. Surv., 2023)

Unveiling the Unseen: Video Recognition Attacks on Social Software. - Hangyu Zhao; Hua Wu 004; Xuqiong Bian; Songtao Liu; Guang Cheng 001; Xiaoyan Hu; Zhiyi Tian (ACISP (2), 2024)

Continuous Verification of Catastrophic Recalling in Machine Unlearning via Adversarial Testing. - Y. Neil Qu; Zonghao Ji; Lei Cui 006; Chong Zhang; Lei Liu; Zhiyi Tian (DSC, 2024)

From the Perspective of AI Safety: Analyzing the Impact of XAI Performance on Adversarial Attack. - Ahmed Asiri; Feng Wu; Zhiyi Tian; Shui Yu 001 (GLOBECOM, 2024)

A Survey on Semantic Communication Networks: Architecture, Security, and Privacy. - Shaolong Guo; Yuntao Wang 004; Ning Zhang 007; Zhou Su; Tom H. Luan; Zhiyi Tian; Xuemin Shen (CoRR, 2024)

Machine Unlearning: A Comprehensive Survey. - Weiqi Wang; Zhiyi Tian; Shui Yu 001 (CoRR, 2024)

The Role of Class Information in Model Inversion Attacks Against Image Deep Learning Classifiers. - Zhiyi Tian; Lei Cui 006; Chenhan Zhang; Shuaishuai Tan; Shui Yu 001; Yonghong Tian 001 (IEEE Trans. Dependable Secur. Comput., 2024)

Machine Unlearning via Representation Forgetting With Parameter Self-Sharing. - Weiqi Wang; Chenhan Zhang; Zhiyi Tian; Shui Yu 001 (IEEE Trans. Inf. Forensics Secur., 2024)

Forgetting and Remembering Are Both You Need: Balanced Graph Structure Unlearning. - Chenhan Zhang; Weiqi Wang; Zhiyi Tian; Shui Yu 001 (IEEE Trans. Inf. Forensics Secur., 2024)

Modeling and Analyzing the Spatial-Temporal Propagation of Malware in Mobile Wearable IoT Networks. - Jie Dou; Gang Xie 001; Zhiyi Tian; Lei Cui 006; Shui Yu 001 (IEEE Internet Things J., 2024)

Generative Adversarial Networks: A Survey on Attack and Defense Perspective. - Chenhan Zhang; Shui Yu 001; Zhiyi Tian; James J. Q. Yu (ACM Comput. Surv., 2024)

An Asynchronous Multi-Task Semantic Communication Method. - Zhiyi Tian; Hiep Khac Vo; Chenhan Zhang; Geyong Min; Shui Yu 001 (IEEE Netw., 2024)

Semantic Communications Toward Graph Data. - Chenhan Zhang; Zhiyi Tian; Weiqi Wang; Shui Yu 001 (IEEE Wirel. Commun., 2024)

MG-Det: Deepfake Detection with Multi-granularity. - Ahmed Asiri; Luoyu Chen; Zhiyi Tian; Xiaoyu Ding; Shui Yu 001 (ACISP (3), 2025)

Introducing Graph Context into Language Models through Parameter-Efficient Fine-Tuning for Lexical Relation Mining. - Jingwen Sun; Zhiyi Tian; Yu He; Jingwei Sun 001; Guangzhong Sun (ACL (1), 2025)

IDIR: Interpolated Diffusion Image Reconstruction for Generalizable Detection of Synthetic Images. - Xiaoyu Ding; Weiqi Wang; Zhiyi Tian; Shui Yu 001 (PAKDD (4), 2025)

Inversion Triplet - A Contrastive Backdoor Mitigation Method for Self-Supervised Vision Encoders. - Hiep Vo; Zhiyi Tian; Chenhan Zhang; James Xi Zheng; Shui Yu 001 (PAKDD (6), 2025)

Can Self Supervision Rejuvenate Similarity-Based Link Prediction? - Chenhan Zhang; Weiqi Wang; Zhiyi Tian; James Jianqiao Yu; Dali Kaafar; An Liu 002; Shui Yu 001 (PAKDD (7), 2025)

MOUSSE: A Multimodality-Oriented Unified Semantic Communication System by Contrastive Learning. - Tao Zhang; Feng Wu; Zhiyi Tian; Chenhan Zhang; Shui Yu 001 (WCNC, 2025)

TAPE: Tailored Posterior Difference for Auditing of Machine Unlearning. - Weiqi Wang; Zhiyi Tian; An Liu 002; Shui Yu 001 (WWW, 2025)

CRCGAN: Toward robust feature extraction in finger vein recognition. - Zhongxia Zhang; Zhengchun Zhou; Zhiyi Tian; Shui Yu (Pattern Recognit., 2025)

Backdoored Sample Cleansing for Unlabeled Datasets via Bootstrapped Dual Set Purification. - Luoyu Chen; Weiqi Wang; Zhiyi Tian; Chenhan Zhang; Shui Yu 001 (IEEE Trans. Dependable Secur. Comput., 2025)

CRFU: Compressive Representation Forgetting Against Privacy Leakage on Machine Unlearning. - Weiqi Wang; Chenhan Zhang; Zhiyi Tian; Shushu Liu; Shui Yu 001 (IEEE Trans. Dependable Secur. Comput., 2025)

FedU: Federated Unlearning via User-Side Influence Approximation Forgetting. - Weiqi Wang; Chenhan Zhang; Zhiyi Tian; Shui Yu 001 (IEEE Trans. Dependable Secur. Comput., 2025)

SCU: An Efficient Machine Unlearning Scheme for Deep Learning Enabled Semantic Communications. - Weiqi Wang; Zhiyi Tian; Chenhan Zhang; Shui Yu 001 (IEEE Trans. Inf. Forensics Secur., 2025)

Evaluation of Machine Unlearning Through Model Difference. - Weiqi Wang; Chenhan Zhang; Zhiyi Tian; Shui Yu 001; Zhou Su (IEEE Trans. Inf. Forensics Secur., 2025)

ROSE: A Receiver-Oriented Semantic Communication Framework. - Zhiyi Tian; Chenhan Zhang; Weiqi Wang; Hanna Bogucka; Shui Yu 001 (IEEE Netw., 2025)