Tianqing Zhu

Best Publications

• Differentially Private Data Publishing and Analysis: A Survey

  Tianqing Zhu;Gang Li;Wanlei Zhou;Philip S. Yu

  335
  Citations

• Security and privacy in 6G networks: New areas and new challenges

  Minghao Wang;Tianqing Zhu;Tao Zhang;Jun Zhang

  331
  Citations

• Correlated Differential Privacy: Hiding Information in Non-IID Data Set

  Tianqing Zhu;Ping Xiong;Gang Li;Wanlei Zhou

  204
  Citations

• A blockchain-based location privacy-preserving crowdsensing system

  Mengmeng Yang;Tianqing Zhu;Tianqing Zhu;Kaitai Liang;Wanlei Zhou

  187
  Citations

• Local differential privacy and its applications: A comprehensive survey

  Unknown

  137
  Citations

• Location Privacy and Its Applications: A Systematic Study

  Bo Liu;Wanlei Zhou;Tianqing Zhu;Longxiang Gao

  119
  Citations

• Adversarial Attacks and Defenses in Deep Learning: From a Perspective of Cybersecurity

  Unknown

  118
  Citations

• A Robust Game-Theoretical Federated Learning Framework With Joint Differential Privacy

  Unknown

  104
  Citations

• Correlated Differential Privacy: Feature Selection in Machine Learning

  Tao Zhang;Tianqing Zhu;Ping Xiong;Huan Huo

  82
  Citations

• An effective privacy preserving algorithm for neighborhood-based collaborative filtering

  Tianqing Zhu;Tianqing Zhu;Yongli Ren;Wanlei Zhou;Jia Rong

  75
  Citations

• One Parameter Defense—Defending Against Data Inference Attacks via Differential Privacy

  Unknown

  74
  Citations

• Differential privacy for neighborhood-based collaborative filtering

  Tianqing Zhu;Gang Li;Yongli Ren;Wanlei Zhou

  73
  Citations

• Privacy and Fairness in Federated Learning: On the Perspective of Tradeoff

  Unknown

  71
  Citations

• FedRecovery: Differentially Private Machine Unlearning for Federated Learning Frameworks

  Unknown

  69
  Citations

• Towards Personalized Task-Oriented Worker Recruitment in Mobile Crowdsensing

  Zhibo Wang;Jing Zhao;Jiahui Hu;Tianqing Zhu

  69
  Citations

• BoSMoS: A Blockchain-Based Status Monitoring System for Defending Against Unauthorized Software Updating in Industrial Internet of Things

  Sen He;Wei Ren;Tianqing Zhu;Kim-Kwang Raymond Choo

  68
  Citations

• Local Differential Privacy and Its Applications: A Comprehensive Survey.

  Mengmeng Yang;Lingjuan Lyu;Jun Zhao;Tianqing Zhu

  66
  Citations

• The Dynamic Privacy-preserving Mechanisms for Online Dynamic Social Networks

  tianqing zhu;Jin Li;Xiangyu Hu;Ping Xiong

  62
  Citations

• Machine Learning Differential Privacy With Multifunctional Aggregation in a Fog Computing Architecture

  Mengmeng Yang;Tianqing Zhu;Bo Liu;Yang Xiang

  59
  Citations

• Visual privacy attacks and defenses in deep learning: a survey

  Unknown

  59
  Citations