Zhiqiang Wang, Qianli Huang, Xinyue Yu, Yongguang Gong, Vol. 19, No. 8, August 31, 2025
10.3837/tiis.2025.08.019

• Adaptive
• Differential privacy
• Federated learning
• multiple factors
• privacy budget

Jing Zhang, Qizhi Zhong, Lulu Wang, Yang Yang, Yingna Li, Vol. 19, No. 8, August 31, 2025
10.3837/tiis.2025.08.018

• Differential privacy
• Trajectory data privacy
• Trajectory synthesis
• Spatio-Temporal Data
• Location-Based Services

Zilong Jin, Jin Wang, Lejun Zhang, Vol. 18, No. 6, June 30, 2024
10.3837/tiis.2024.06.003

• clustering
• Federated learning
• Local Differential Privacy (LDP)
• internet of vehicles (IoV)

Jun Yan, Jiawang Chen, Yihui Zhou, Zhenqiang Wu, Laifeng Lu, Vol. 18, No. 1, January 31, 2024
10.3837/tiis.2024.01.009

• Social Networks
• link privacy
• uncertain graph
• Differential privacy
• random response

Jun Yan, Ziwei Han, Yihui Zhou, Laifeng Lu, Vol. 16, No. 3, March 31, 2022
10.3837/tiis.2022.03.015

• Genome-wide association studies
• Differential privacy
• Nash equilibrium
• chi-squared test

Sujin Cai, Xin Lyu, Duohan Ban, Vol. 13, No. 10, October 30, 2019
10.3837/tiis.2019.10.023

• LBS
• Differential privacy
• data partitioning
• Data Release
• range query

Hai Liu, Zhenqiang Wu, Changgen Peng, Feng Tian, Laifeng Lu, Vol. 12, No. 7, July 30, 2018
10.3837/tiis.2018.07.027

• Sensitive information
• Differential privacy
• conditional filtering noise
• expected data utility
• adaptive Gaussian mechanism

Yining Liu, Gao Liu, Chi Cheng, Zhe Xia, , Jian Shen, Vol. 10, No. 8, August 30, 2016
10.3837/tiis.2016.08.023

• Health Data Aggregation
• Privacy-Preservation
• Differential privacy
• robustness