183 citations · 251 across the 7 of their papers we have counts for
6 papers · 1 filter
DP-Image: Differential Privacy for Image Data in Feature Space
Hanyu Xue, Bo Liu, Ming Ding +4
The excessive use of images in social networks, government databases, and industrial applications has posed great privacy risks and raised serious concerns from the public. Even th…
A Differentially Private Game Theoretic Approach for Deceiving Cyber Adversaries
Dayong Ye, Tianqing Zhu, Shen Sheng +1
Cyber deception is one of the key approaches used to mislead attackers by hiding or providing inaccurate system information. There are two main factors limiting the real-world appl…
More Than Privacy: Applying Differential Privacy in Key Areas of Artificial Intelligence
Tianqing Zhu, Dayong Ye, Wei Wang +2
Artificial Intelligence (AI) has attracted a great deal of attention in recent years. However, alongside all its advancements, problems have also emerged, such as privacy violation…
Privacy Intelligence: A Survey on Image Privacy in Online Social Networks
Chi Liu, Tianqing Zhu, Jun Zhang +1
Image sharing on online social networks (OSNs) has become an indispensable part of daily social activities, but it has also led to an increased risk of privacy invasion. The recent…
Correlated Data in Differential Privacy: Definition and Analysis
Tao Zhang, Tianqing Zhu, Renping Liu +1
Differential privacy is a rigorous mathematical framework for evaluating and protecting data privacy. In most existing studies, there is a vulnerable assumption that records in a d…
Differentially Private Query Learning: from Data Publishing to Model Publishing
Tianqing Zhu, Ping Xiong, Gang Li +2
With the development of Big Data and cloud data sharing, privacy preserving data publishing becomes one of the most important topics in the past decade. As one of the most influent…