Study on utility optimization for randomized response mechanism
For the study of privacy-utility trade-off in local differential privacy,the utility optimization models of binary generalized random response mechanism for the case of differential privacy and approximate differential privacy were established.By graphic method,optimality proof,software solution and...
Saved in:
| Main Authors: | Yihui ZHOU, Laifeng LU, Zhenqiang WU |
|---|---|
| Format: | Article |
| Language: | zho |
| Published: |
Editorial Department of Journal on Communications
2019-06-01
|
| Series: | Tongxin xuebao |
| Subjects: | |
| Online Access: | http://www.joconline.com.cn/thesisDetails#10.11959/j.issn.1000-436x.2019088 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Study on utility optimization for randomized response mechanism
by: Yihui ZHOU, et al.
Published: (2019-06-01) -
Achieving local differential location privacy protection in 3D space via Hilbert encoding and optimized random response
by: Yan Yan, et al.
Published: (2024-07-01) -
A high-dimensional numeric data collection algorithm for local difference privacy based on random projection
by: Huizhong SUN, et al.
Published: (2020-01-01) -
DiffPRFs:random forest under differential privacy
by: Hai-rong MU, et al.
Published: (2016-09-01) -
RIME optimization with dynamic multi-dimensional random mechanism and Nelder–Mead simplex for photovoltaic parameter estimation
by: Yuanping Zheng, et al.
Published: (2025-07-01)