Differential privacy for neighborhood-based collaborative filtering. - Tianqing Zhu; Gang Li 009; Yongli Ren; Wanlei Zhou 001; Ping Xiong 001 (ASONAM, 2013)

An Effective Deferentially Private Data Releasing Algorithm for Decision Tree. - Tianqing Zhu; Ping Xiong 001; Yang Xiang 001; Wanlei Zhou 001 (TrustCom/ISPA/IUCC, 2013)

Privacy Preserving for Tagging Recommender Systems. - Tianqing Zhu; Gang Li 009; Yongli Ren; Wanlei Zhou 001; Ping Xiong 001 (Web Intelligence, 2013)

Deferentially Private Tagging Recommendation Based on Topic Model. - Tianqing Zhu; Gang Li 009; Wanlei Zhou 001; Ping Xiong 001; Cao Yuan (PAKDD (1), 2014)

Privacy Preserving in Location Data Release: A Differential Privacy Approach. - Ping Xiong 001; Tianqing Zhu; Lei Pan 002; Wenjia Niu; Gang Li 009 (PRICAI, 2014)

An effective privacy preserving algorithm for neighborhood-based collaborative filtering. - Tianqing Zhu; Yongli Ren; Wanlei Zhou 001; Jia Rong; Ping Xiong 001 (Future Gener. Comput. Syst., 2014)

Correlated Differential Privacy: Hiding Information in Non-IID Data Set. - Tianqing Zhu; Ping Xiong 001; Gang Li 009; Wanlei Zhou 001 (IEEE Trans. Inf. Forensics Secur., 2015)

Privacy preserving data release for tagging recommender systems. - Tianqing Zhu; Gang Li 009; Yongli Ren; Wanlei Zhou 001; Ping Xiong 001 (Web Intell., 2015)

Semantic analysis in location privacy preserving. - Ping Xiong 001; Lefeng Zhang; Tianqing Zhu (Concurr. Comput. Pract. Exp., 2016)

A differentially private algorithm for location data release. - Ping Xiong 001; Tianqing Zhu; Wenjia Niu; Gang Li 009 (Knowl. Inf. Syst., 2016)

Privacy-preserving topic model for tagging recommender systems. - Tianqing Zhu; Gang Li 009; Wanlei Zhou 001; Ping Xiong 001; Cao Yuan (Knowl. Inf. Syst., 2016)

Differentially private query learning: From data publishing to model publishing. - Tianqing Zhu; Ping Xiong 001; Gang Li 009; Wanlei Zhou 001; Philip S. Yu (IEEE BigData, 2017)

Reward-based spatial crowdsourcing with differential privacy preservation. - Ping Xiong 001; Lefeng Zhang; Tianqing Zhu (Enterp. Inf. Syst., 2017)

A Differentially Private Method for Crowdsourcing Data Submission. - Lefeng Zhang; Ping Xiong 001; Tianqing Zhu (PAKDD (Workshops), 2018)

An iteration-based differentially private social network data release. - Tianqing Zhu; Mengmeng Yang 002; Ping Xiong 001; Yang Xiang 001; Wanlei Zhou 001 (Comput. Syst. Sci. Eng., 2018)

Answering differentially private queries for continual datasets release. - Tianqing Zhu; Gang Li 009; Ping Xiong 001; Wanlei Zhou 001 (Future Gener. Comput. Syst., 2018)

Optimizing rewards allocation for privacy-preserving spatial crowdsourcing. - Ping Xiong 001; Danyang Zhu; Lefeng Zhang; Wei Ren 002; Tianqing Zhu (Comput. Commun., 2019)

A differentially private method for crowdsourcing data submission. - Lefeng Zhang; Ping Xiong 001; Wei Ren 002; Tianqing Zhu (Concurr. Comput. Pract. Exp., 2019)

GAN-Based Image Privacy Preservation: Balancing Privacy and Utility. - Zhenfei Chen; Tianqing Zhu; Chenguang Wang 008; Wei Ren 002; Ping Xiong 001 (ML4CS (1), 2020)

Privacy and Utility Trade-Off for Textual Analysis via Calibrated Multivariate Perturbations. - Jingye Tang; Tianqing Zhu; Ping Xiong 001; Yu Wang; Wei Ren 002 (NSS, 2020)

Private collaborative filtering under untrusted recommender server. - Ping Xiong 001; Lefeng Zhang; Tianqing Zhu; Gang Li 009; Wanlei Zhou 001 (Future Gener. Comput. Syst., 2020)

Differentially private model publishing in cyber physical systems. - Tianqing Zhu; Ping Xiong 001; Gang Li 009; Wanlei Zhou 001; Philip S. Yu (Future Gener. Comput. Syst., 2020)

Secure and efficient outsourcing computation on large-scale linear regressions. - Yang Yang 022; Ping Xiong 001; Qing Huang; Fei Chen 003 (Inf. Sci., 2020)

Correlated Differential Privacy: Feature Selection in Machine Learning. - Tao Zhang 055; Tianqing Zhu; Ping Xiong 001; Huan Huo; Zahir Tari; Wanlei Zhou 001 (IEEE Trans. Ind. Informatics, 2020)

Privacy Risk Assessment for Text Data Based on Semantic Correlation Learning. - Ping Xiong 001; Lin Liang; Yunli Zhu; Tianqing Zhu (WASA (3), 2021)

An optimized differential privacy scheme with reinforcement learning in VANET. - Xin Chen; Tao Zhang 055; Sheng Shen 005; Tianqing Zhu; Ping Xiong 001 (Comput. Secur., 2021)

Privacy preservation for image data: A GAN-based method. - Zhenfei Chen; Tianqing Zhu; Ping Xiong 001; Chenguang Wang 008; Wei Ren 002 (Int. J. Intell. Syst., 2021)

A privacy preservation method for multiple-source unstructured data in online social networks. - Chenguang Wang 008; Tianqing Zhu; Ping Xiong 001; Wei Ren 002; Kim-Kwang Raymond Choo (Comput. Secur., 2022)

PriTxt: A privacy risk assessment method for text data based on semantic correlation learning. - Ping Xiong 001; Lin Liang; Yunli Zhu; Tianqing Zhu (Concurr. Comput. Pract. Exp., 2022)

Location privacy preservation through kernel transformation. - Lefeng Zhang; Guanghua Song; Danyang Zhu; Wei Ren 002; Ping Xiong 001 (Concurr. Comput. Pract. Exp., 2022)

More than Privacy: Adopting Differential Privacy in Game-theoretic Mechanism Design. - Lefeng Zhang; Tianqing Zhu; Ping Xiong 001; Wanlei Zhou 001; Philip S. Yu (ACM Comput. Surv., 2022)

LOPO: a location privacy preserving path optimization scheme for spatial crowdsourcing. - Ping Xiong 001; Guirong Li; Wei Ren 002; Tianqing Zhu (J. Ambient Intell. Humaniz. Comput., 2022)

The Dynamic Privacy-Preserving Mechanisms for Online Dynamic Social Networks. - Tianqing Zhu; Jin Li 002; Xiangyu Hu 006; Ping Xiong 001; Wanlei Zhou 001 (IEEE Trans. Knowl. Data Eng., 2022)

Change Point Detection and Trend Analysis for Financial Time Series. - Hengzhu Liu; Ping Xiong 001; Dawei Jin; Lingzhi Yi (BIGCOM, 2023)

Preserving data privacy in federated learning through large gradient pruning. - Zhiqiu Zhang; Tianqing Zhu; Wei Ren 002; Ping Xiong 001; Kim-Kwang Raymond Choo (Comput. Secur., 2023)

Decentralized privacy-preserving truth discovery for crowd sensing. - Ping Xiong 001; Guirong Li; Hengzhu Liu; Yiyi Hu; Dawei Jin (Inf. Sci., 2023)

FedRecovery: Differentially Private Machine Unlearning for Federated Learning Frameworks. - Lefeng Zhang; Tianqing Zhu; Haibin Zhang; Ping Xiong 001; Wanlei Zhou 001 (IEEE Trans. Inf. Forensics Secur., 2023)

Precise Facial Landmark Detection by Reference Heatmap Transformer. - Jun Wan 005; Jun Liu 036; Jie Zhou 009; Zhihui Lai 001; Linlin Shen; Hang Sun; Ping Xiong 001; Wenwen Min (IEEE Trans. Image Process., 2023)

PriFace: a privacy-preserving face recognition framework under untrusted server. - Shan Zhao; Lefeng Zhang; Ping Xiong 001 (J. Ambient Intell. Humaniz. Comput., 2023)

Adversarial Attacks Against Deep Generative Models on Data: A Survey. - Hui Sun; Tianqing Zhu; Zhiqiu Zhang; Dawei Jin; Ping Xiong 001; Wanlei Zhou 001 (IEEE Trans. Knowl. Data Eng., 2023)

A Robust Game-Theoretical Federated Learning Framework With Joint Differential Privacy. - Lefeng Zhang; Tianqing Zhu; Ping Xiong 001; Wanlei Zhou 001; Philip S. Yu (IEEE Trans. Knowl. Data Eng., 2023)

Migrating federated learning to centralized learning with the leverage of unlabeled data. - Xiaoya Wang; Tianqing Zhu; Wei Ren 002; Dongmei Zhang 006; Ping Xiong 001 (Knowl. Inf. Syst., 2023)

A Game-Theoretic Federated Learning Framework for Data Quality Improvement. - Lefeng Zhang; Tianqing Zhu; Ping Xiong 001; Wanlei Zhou 001; Philip S. Yu (IEEE Trans. Knowl. Data Eng., 2023)

Enhancing Privacy in Machine Unlearning: Posterior Perturbation Against Membership Inference Attack. - Chen Chen; Hengzhu Liu; Huanhuan Chi; Ping Xiong 001 (ICA3PP (6), 2024)

Game-Theoretic Machine Unlearning: Mitigating Extra Privacy Leakage. - Hengzhu Liu; Tianqing Zhu; Lefeng Zhang; Ping Xiong 001 (CoRR, 2024)

A provably secure and practical end-to-end authentication scheme for tactile Industrial Internet of Things. - Yimin Guo 001; Yajun Guo; Ping Xiong 001; Fan Yang 034; Chengde Zhang (Pervasive Mob. Comput., 2024)

Deeper Insight Into Why Authentication Schemes in IoT Environments Fail to Achieve the Desired Security. - Yimin Guo 001; Yajun Guo; Ping Xiong 001; Fan Yang 034; Chengde Zhang (IEEE Trans. Inf. Forensics Secur., 2024)

Heterogeneous Ensemble Federated Learning With GAN-Based Privacy Preservation. - Meng Chen; Hengzhu Liu; Huanhuan Chi; Ping Xiong 001 (IEEE Trans. Sustain. Comput., 2024)

BSRA: Blockchain-Based Secure Remote Authentication Scheme for Fog-Enabled Internet of Things. - Yimin Guo 001; Zhenfeng Zhang; Yajun Guo; Ping Xiong 001 (IEEE Internet Things J., 2024)

A survey on machine unlearning: Techniques and new emerged privacy risks. - Hengzhu Liu; Ping Xiong 001; Tianqing Zhu; Philip S. Yu (J. Inf. Secur. Appl., 2025)

Decentralized Self-Auditing Multiple Cloud Storage in Compressed Provable Data Possession. - Yang Yang 022; Yanjiao Chen; Ping Xiong 001; Fei Chen 003; Jing Chen 003 (IEEE Trans. Dependable Secur. Comput., 2025)

Trojan Attack on Machine Unlearning: Security Risk of the Right to be Forgotten. - Lefeng Zhang; Tianqing Zhu; Ping Xiong 001; Wanlei Zhou 001 (IEEE Trans. Dependable Secur. Comput., 2025)

Chain-of-Lure: A Synthetic Narrative-Driven Approach to Compromise Large Language Models. - Wenhan Chang; Tianqing Zhu; Yu Zhao; Shuangyong Song; Ping Xiong 001; Wanlei Zhou 001; Yongxiang Li (CoRR, 2025)

The Price of Unlearning: Identifying Unlearning Risk in Edge Computing. - Lefeng Zhang; Tianqing Zhu; Ping Xiong 001; Wanlei Zhou 001 (ACM Trans. Multim. Comput. Commun. Appl., 2025)