2 papers
cs.DS2024
Differentially Private Selection using Smooth Sensitivity
Akito Yamamoto, Tetsuo Shibuya
With the growing volume of data in society, the need for privacy protection in data analysis also rises. In particular, private selection tasks, wherein the most important informat…
cs.CR2024
Privacy-Optimized Randomized Response for Sharing Multi-Attribute Data
Akito Yamamoto, Tetsuo Shibuya
With the increasing amount of data in society, privacy concerns in data sharing have become widely recognized. Particularly, protecting personal attribute information is essential…