Ping Xiong

64 papers B 3Journal 51Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
IncentEn-Fed: An incentive-driven ensemble framework for heterogeneous federated learning.
J. Inf. Secur. Appl.
Yu Peng, Xiao Ma, Ping Xiong, Tianqing Zhu
2025 J jnl
A survey on machine unlearning: Techniques and new emerged privacy risks.
J. Inf. Secur. Appl.
Hengzhu Liu, Ping Xiong, Tianqing Zhu, Philip S. Yu
2025 J jnl
Chain-of-Lure: A Synthetic Narrative-Driven Approach to Compromise Large Language Models.
CoRR
Wenhan Chang, Tianqing Zhu, Yu Zhao, Shuangyong Song, Ping Xiong, Wanlei Zhou, Yongxiang Li
2025 J jnl
Decentralized Self-Auditing Multiple Cloud Storage in Compressed Provable Data Possession.
IEEE Trans. Dependable Secur. Comput.
Yang Yang, Yanjiao Chen, Ping Xiong, Fei Chen, Jing Chen
2025 — conf
FedMP: A Multi-prototype Heterogeneous Federated Learning Framework.
KSEM (3)
Huanhuan Chi, Yu Peng, Zhenni Liu, Ping Xiong
2025 J jnl
Game-Theoretic Machine Unlearning: Mitigating Extra Privacy Leakage.
IEEE Trans. Inf. Forensics Secur.
Hengzhu Liu, Tianqing Zhu, Lefeng Zhang, Ping Xiong
2025 J jnl
ID-HFL: Incentive-driven heterogeneous federated learning based on game theory and differential privacy.
Knowl. Based Syst.
Huanhuan Chi, Zhenni Liu, Xiaming Tu, Ping Xiong, Tianqing Zhu
2025 J jnl
Research on Online Log Anomaly Detection Model Based on Informer.
Concurr. Comput. Pract. Exp.
Yimin Guo, Yiling Sun, Ping Xiong
2025 J jnl
The Price of Unlearning: Identifying Unlearning Risk in Edge Computing.
ACM Trans. Multim. Comput. Commun. Appl.
Lefeng Zhang, Tianqing Zhu, Ping Xiong, Wanlei Zhou
2025 J jnl
Trojan Attack on Machine Unlearning: Security Risk of the Right to be Forgotten.
IEEE Trans. Dependable Secur. Comput.
Lefeng Zhang, Tianqing Zhu, Ping Xiong, Wanlei Zhou
2024 J jnl
A Survey on Machine Unlearning: Techniques and New Emerged Privacy Risks.
CoRR
Hengzhu Liu, Ping Xiong, Tianqing Zhu, Philip S. Yu
2024 J jnl
A provably secure and practical end-to-end authentication scheme for tactile Industrial Internet of Things.
Pervasive Mob. Comput.
Yimin Guo, Yajun Guo, Ping Xiong, Fan Yang, Chengde Zhang
2024 J jnl
BSRA: Blockchain-Based Secure Remote Authentication Scheme for Fog-Enabled Internet of Things.
IEEE Internet Things J.
Yimin Guo, Zhenfeng Zhang, Yajun Guo, Ping Xiong
2024 J jnl
Deeper Insight Into Why Authentication Schemes in IoT Environments Fail to Achieve the Desired Security.
IEEE Trans. Inf. Forensics Secur.
Yimin Guo, Yajun Guo, Ping Xiong, Fan Yang, Chengde Zhang
2024 — conf
Enhancing Privacy in Machine Unlearning: Posterior Perturbation Against Membership Inference Attack.
ICA3PP (6)
Chen Chen, Hengzhu Liu, Huanhuan Chi, Ping Xiong
2024 J jnl
Game-Theoretic Machine Unlearning: Mitigating Extra Privacy Leakage.
CoRR
Hengzhu Liu, Tianqing Zhu, Lefeng Zhang, Ping Xiong
2024 J jnl
Heterogeneous Ensemble Federated Learning With GAN-Based Privacy Preservation.
IEEE Trans. Sustain. Comput.
Meng Chen, Hengzhu Liu, Huanhuan Chi, Ping Xiong
2023 J jnl
A Game-Theoretic Federated Learning Framework for Data Quality Improvement.
IEEE Trans. Knowl. Data Eng.
Lefeng Zhang, Tianqing Zhu, Ping Xiong, Wanlei Zhou, Philip S. Yu
2023 J jnl
A Robust Game-Theoretical Federated Learning Framework With Joint Differential Privacy.
IEEE Trans. Knowl. Data Eng.
Lefeng Zhang, Tianqing Zhu, Ping Xiong, Wanlei Zhou, Philip S. Yu
2023 J jnl
Adversarial Attacks Against Deep Generative Models on Data: A Survey.
IEEE Trans. Knowl. Data Eng.
Hui Sun, Tianqing Zhu, Zhiqiu Zhang, Dawei Jin, Ping Xiong, Wanlei Zhou
2023 — conf
Change Point Detection and Trend Analysis for Financial Time Series.
BIGCOM
Hengzhu Liu, Ping Xiong, Dawei Jin, Lingzhi Yi
2023 J jnl
Decentralized privacy-preserving truth discovery for crowd sensing.
Inf. Sci.
Ping Xiong, Guirong Li, Hengzhu Liu, Yiyi Hu, Dawei Jin
2023 J jnl
FedRecovery: Differentially Private Machine Unlearning for Federated Learning Frameworks.
IEEE Trans. Inf. Forensics Secur.
Lefeng Zhang, Tianqing Zhu, Haibin Zhang, Ping Xiong, Wanlei Zhou
2023 J jnl
Migrating federated learning to centralized learning with the leverage of unlabeled data.
Knowl. Inf. Syst.
Xiaoya Wang, Tianqing Zhu, Wei Ren, Dongmei Zhang, Ping Xiong
2023 J jnl
Precise Facial Landmark Detection by Reference Heatmap Transformer.
CoRR
Jun Wan, Jun Liu, Jie Zhou, Zhihui Lai, Linlin Shen, Hang Sun, Ping Xiong, Wenwen Min
2023 J jnl
Precise Facial Landmark Detection by Reference Heatmap Transformer.
IEEE Trans. Image Process.
Jun Wan, Jun Liu, Jie Zhou, Zhihui Lai, Linlin Shen, Hang Sun, Ping Xiong, Wenwen Min
2023 J jnl
Preserving data privacy in federated learning through large gradient pruning.
Comput. Secur.
Zhiqiu Zhang, Tianqing Zhu, Wei Ren, Ping Xiong, Kim-Kwang Raymond Choo
2023 J jnl
PriFace: a privacy-preserving face recognition framework under untrusted server.
J. Ambient Intell. Humaniz. Comput.
Shan Zhao, Lefeng Zhang, Ping Xiong
2022 J jnl
A privacy preservation method for multiple-source unstructured data in online social networks.
Comput. Secur.
Chenguang Wang, Tianqing Zhu, Ping Xiong, Wei Ren, Kim-Kwang Raymond Choo
2022 J jnl
LOPO: a location privacy preserving path optimization scheme for spatial crowdsourcing.
J. Ambient Intell. Humaniz. Comput.
Ping Xiong, Guirong Li, Wei Ren, Tianqing Zhu
2022 J jnl
Location privacy preservation through kernel transformation.
Concurr. Comput. Pract. Exp.
Lefeng Zhang, Guanghua Song, Danyang Zhu, Wei Ren, Ping Xiong
2022 J jnl
More than Privacy: Adopting Differential Privacy in Game-theoretic Mechanism Design.
ACM Comput. Surv.
Lefeng Zhang, Tianqing Zhu, Ping Xiong, Wanlei Zhou, Philip S. Yu
2022 J jnl
PriTxt: A privacy risk assessment method for text data based on semantic correlation learning.
Concurr. Comput. Pract. Exp.
Ping Xiong, Lin Liang, Yunli Zhu, Tianqing Zhu
2022 J jnl
The Dynamic Privacy-Preserving Mechanisms for Online Dynamic Social Networks.
IEEE Trans. Knowl. Data Eng.
Tianqing Zhu, Jin Li, Xiangyu Hu, Ping Xiong, Wanlei Zhou
2021 J jnl
Adversarial Attacks Against Deep Generative Models on Data: A Survey.
CoRR
Hui Sun, Tianqing Zhu, Zhiqiu Zhang, Dawei Jin, Ping Xiong, Wanlei Zhou
2021 J jnl
An optimized differential privacy scheme with reinforcement learning in VANET.
Comput. Secur.
Xin Chen, Tao Zhang, Sheng Shen, Tianqing Zhu, Ping Xiong
2021 — conf
Privacy Risk Assessment for Text Data Based on Semantic Correlation Learning.
WASA (3)
Ping Xiong, Lin Liang, Yunli Zhu, Tianqing Zhu
2021 J jnl
Privacy preservation for image data: A GAN-based method.
Int. J. Intell. Syst.
Zhenfei Chen, Tianqing Zhu, Ping Xiong, Chenguang Wang, Wei Ren
2020 J jnl
Correlated Differential Privacy: Feature Selection in Machine Learning.
CoRR
Tao Zhang, Tianqing Zhu, Ping Xiong, Huan Huo, Zahir Tari, Wanlei Zhou
2020 J jnl
Correlated Differential Privacy: Feature Selection in Machine Learning.
IEEE Trans. Ind. Informatics
Tao Zhang, Tianqing Zhu, Ping Xiong, Huan Huo, Zahir Tari, Wanlei Zhou
2020 J jnl
Differentially private model publishing in cyber physical systems.
Future Gener. Comput. Syst.
Tianqing Zhu, Ping Xiong, Gang Li, Wanlei Zhou, Philip S. Yu
2020 — conf
GAN-Based Image Privacy Preservation: Balancing Privacy and Utility.
ML4CS (1)
Zhenfei Chen, Tianqing Zhu, Chenguang Wang, Wei Ren, Ping Xiong
2020 B conf
Privacy and Utility Trade-Off for Textual Analysis via Calibrated Multivariate Perturbations.
NSS
Jingye Tang, Tianqing Zhu, Ping Xiong, Yu Wang, Wei Ren
2020 J jnl
Private collaborative filtering under untrusted recommender server.
Future Gener. Comput. Syst.
Ping Xiong, Lefeng Zhang, Tianqing Zhu, Gang Li, Wanlei Zhou
2020 J jnl
Secure and efficient outsourcing computation on large-scale linear regressions.
Inf. Sci.
Yang Yang, Ping Xiong, Qing Huang, Fei Chen
2019 J jnl
A differentially private method for crowdsourcing data submission.
Concurr. Comput. Pract. Exp.
Lefeng Zhang, Ping Xiong, Wei Ren, Tianqing Zhu
2019 J jnl
Optimizing rewards allocation for privacy-preserving spatial crowdsourcing.
Comput. Commun.
Ping Xiong, Danyang Zhu, Lefeng Zhang, Wei Ren, Tianqing Zhu
2018 — conf
A Differentially Private Method for Crowdsourcing Data Submission.
PAKDD (Workshops)
Lefeng Zhang, Ping Xiong, Tianqing Zhu
2018 J jnl
An iteration-based differentially private social network data release.
Comput. Syst. Sci. Eng.
Tianqing Zhu, Mengmeng Yang, Ping Xiong, Yang Xiang, Wanlei Zhou
2018 J jnl
Answering differentially private queries for continual datasets release.
Future Gener. Comput. Syst.
Tianqing Zhu, Gang Li, Ping Xiong, Wanlei Zhou
2017 J jnl
Differentially Private Query Learning: from Data Publishing to Model Publishing.
CoRR
Tianqing Zhu, Ping Xiong, Gang Li, Wanlei Zhou, Philip S. Yu
2017 — conf
Differentially private query learning: From data publishing to model publishing.
IEEE BigData
Tianqing Zhu, Ping Xiong, Gang Li, Wanlei Zhou, Philip S. Yu
2017 J jnl
Reward-based spatial crowdsourcing with differential privacy preservation.
Enterp. Inf. Syst.
Ping Xiong, Lefeng Zhang, Tianqing Zhu
2016 J jnl
A differentially private algorithm for location data release.
Knowl. Inf. Syst.
Ping Xiong, Tianqing Zhu, Wenjia Niu, Gang Li
2016 J jnl
Privacy-preserving topic model for tagging recommender systems.
Knowl. Inf. Syst.
Tianqing Zhu, Gang Li, Wanlei Zhou, Ping Xiong, Cao Yuan
2016 J jnl
Semantic analysis in location privacy preserving.
Concurr. Comput. Pract. Exp.
Ping Xiong, Lefeng Zhang, Tianqing Zhu
2015 J jnl
Correlated Differential Privacy: Hiding Information in Non-IID Data Set.
IEEE Trans. Inf. Forensics Secur.
Tianqing Zhu, Ping Xiong, Gang Li, Wanlei Zhou
2015 J jnl
Privacy preserving data release for tagging recommender systems.
Web Intell.
Tianqing Zhu, Gang Li, Yongli Ren, Wanlei Zhou, Ping Xiong
2014 J jnl
An effective privacy preserving algorithm for neighborhood-based collaborative filtering.
Future Gener. Comput. Syst.
Tianqing Zhu, Yongli Ren, Wanlei Zhou, Jia Rong, Ping Xiong
2014 — conf
Deferentially Private Tagging Recommendation Based on Topic Model.
PAKDD (1)
Tianqing Zhu, Gang Li, Wanlei Zhou, Ping Xiong, Cao Yuan
2014 B conf
Privacy Preserving in Location Data Release: A Differential Privacy Approach.
PRICAI
Ping Xiong, Tianqing Zhu, Lei Pan, Wenjia Niu, Gang Li
2013 — conf
An Effective Deferentially Private Data Releasing Algorithm for Decision Tree.
TrustCom/ISPA/IUCC
Tianqing Zhu, Ping Xiong, Yang Xiang, Wanlei Zhou
2013 B conf
Differential privacy for neighborhood-based collaborative filtering.
ASONAM
Tianqing Zhu, Gang Li, Yongli Ren, Wanlei Zhou, Ping Xiong
2013 — conf
Privacy Preserving for Tagging Recommender Systems.
Web Intelligence
Tianqing Zhu, Gang Li, Yongli Ren, Wanlei Zhou, Ping Xiong