A Bitwise Logistic Regression Using Binary Approximation and Real Number Division in Homomorphic Encryption Scheme
Author:
Publisher
Springer International Publishing
Link
http://link.springer.com/content/pdf/10.1007/978-3-030-34339-2_2
Reference16 articles.
1. Acar, A., Aksu, H., Uluagac, A.S., Conti, M.: A survey on homomorphic encryption schemes: theory and implementation. ACM Comput. Surv. 51(4), 79 (2018)
2. Aono, Y., Hayashi, T., Trieu Phong, L., Wang, L.: Scalable and secure logistic regression via homomorphic encryption. In: Proceedings of the 6th ACM Conference on Data and Application Security and Privacy, pp. 142–144. ACM (2016)
3. Bos, J.W., Lauter, K., Naehrig, M.: Private predictive analysis on encrypted medical data. J. Biomed. Inform. 50, 234–243 (2014)
4. Chen, H., et al.: Logistic regression over encrypted data from fully homomorphic encryption. BMC Med. Genomics 11(4), 81 (2018)
5. Lecture Notes in Computer Science;JH Cheon,2017
Cited by 8 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. Privacy-Preserving Breast Cancer Prediction Based on Logistic Regression;The Computer Journal;2024-05-15
2. A flexible and privacy-preserving federated learning framework based on logistic regression;Computers and Electrical Engineering;2024-05
3. Secure Dimensionality Reduction: Applying Linear Discriminant Analysis over the TFHE Homomorphic Encryption Scheme*;2023 14th International Conference on Information and Communication Technology Convergence (ICTC);2023-10-11
4. Privacy-Preserving Large Language Models (PPLLMs);SSRN Electronic Journal;2023
5. Privacy-preserving logistic regression with secret sharing;BMC Medical Informatics and Decision Making;2022-04-02
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