Noise Variance Optimization in Differential Privacy: A Game-Theoretic Approach Through Per-Instance Differential Privacy

Author:

Ryu Sehyun1ORCID,Jang Jonggyu1ORCID,Yang Hyun Jong1ORCID

Affiliation:

1. Department of Electrical Engineering, Pohang University of Science and Technology, Pohang, Gyeongsangbuk-do, Republic of Korea

Funder

IITP (Institute of Information & communications Technology Planning & Evaluation) grant funded by the Ministry of Science and ICT, Korea, as the project “6G MIMO System Research”

Ministry of Oceans and Fisheries, Korea, as the research project “Development of automatic screening and hybrid detection system for hazardous material detecting in port container”

NRF

Ministry of Science and ICT, Korea

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Reference37 articles.

1. Differential privacy;Attoh-Okine,2017

2. Membership Inference Attacks Against Machine Learning Models

3. How to break anonymity of the Netflix prize dataset;Narayanan;arXiv:cs/0610105,2006

4. Privacy-Preserving Machine Learning With Fully Homomorphic Encryption for Deep Neural Network

5. Faster Adaptive Federated Learning

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3