Information Theoretic Private Inference in Quantized Models
Author:
Affiliation:
1. Washington University,Department of Computer Science and Engineering,St. Louis,MO,USA
2. Technical University of Munich,Institute of Computer Engineering,Germany
3. Technion — Israel Institute of Technology,Department of Computer Science,Israel
Funder
Seventh Framework Programme
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9834325/9834269/09834464.pdf?arnumber=9834464
Reference20 articles.
1. Binarized neural networks;hubara;Proceedings of the 30th International Conference on Neural Information Processing Systems,2016
2. Independent component analysis: algorithms and applications
3. Single-Server Private Information Retrieval Schemes are Equivalent to Locally Recoverable Coding Schemes
4. Embedded binarized neural networks;mcdanel;Proceedings of the 2017 International Conference on Embedded Wireless Systems and Networks,2017
5. SecureML: A System for Scalable Privacy-Preserving Machine Learning
Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Coefficient Complexity in Low-Access Quantized Linear Computations;2023 59th Annual Allerton Conference on Communication, Control, and Computing (Allerton);2023-09-26
2. Approximate Private Inference in Quantized Models;2023 IEEE International Symposium on Information Theory (ISIT);2023-06-25
3. Access-Redundancy Tradeoffs in Quantized Linear Computations;2023 IEEE International Symposium on Information Theory (ISIT);2023-06-25
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