159 citations · 192 across the 5 of their papers we have counts for
5 papers · 1 filter
A Blockchain-Based Approach for Saving and Tracking Differential-Privacy Cost
Yang Zhao, Jun Zhao, Jiawen Kang +3
An increasing amount of users' sensitive information is now being collected for analytics purposes. To protect users' privacy, differential privacy has been widely studied in the l…
An Adaptive and Fast Convergent Approach to Differentially Private Deep Learning
Zhiying Xu, Shuyu Shi, Alex X. Liu +2
With the advent of the era of big data, deep learning has become a prevalent building block in a variety of machine learning or data mining tasks, such as signal processing, networ…
Reviewing and Improving the Gaussian Mechanism for Differential Privacy
Jun Zhao, Teng Wang, Tao Bai +7
Differential privacy provides a rigorous framework to quantify data privacy, and has received considerable interest recently. A randomized mechanism satisfying -differentia…
A Survey of Blockchain Applications in Different Domains
Wubing Chen, Zhiying Xu, Shuyu Shi +2
Blockchains have received much attention recently since they provide decentralized approaches to the creation and management of value. Many banks, Internet companies, car manufactu…
Privacy-preserving Crowd-guided AI Decision-making in Ethical Dilemmas
Teng Wang, Jun Zhao, Han Yu +4
With the rapid development of artificial intelligence (AI), ethical issues surrounding AI have attracted increasing attention. In particular, autonomous vehicles may face moral dil…