Secure Logistic Regression Based on Homomorphic Encryption: Design and Evaluation
Secure Logistic Regression Based on Homomorphic Encryption: Design and Evaluation
Miran Kim
1
, MSc, PhD ;
Yongsoo Song
2, 3
, PhD ;
Shuang Wang
1
, MSc, PhD ;
Yuhou Xia
4
, MSc ;
Xiaoqian Jiang
1
, MSc, PhD
1
Division of Biomedical Informatics, University of California, San Diego, San Diego, CA, United States
2
Department of Mathematical Sciences, Seoul National University, Seoul, Republic of Korea
3
Department of Computer Science and Engineering, University of California, San Diego, San Diego, CA, United States
4
Department of Mathematics, Princeton University, Princeton, NJ, United States
Corresponding Author:
-
Miran Kim, MSc, PhD
-
Division of Biomedical Informatics
-
University of California, San Diego
-
9500 Gilman Drive
-
San Diego, CA, 92093
-
United States
-
Phone:
1 8582499978
-
Email: mrkim@ucsd.edu