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Showing results 1 to 7 of 7

Issue DateTitle / Author(s) / CitationFileAltmetrics
2018
Secure Outsourced Matrix Computation and Application to Neural Networks

Jiang, Xiaoqian; Kim, Miran; Lauter, Kristin; Song, Yongsoo

PROCEEDINGS OF THE 2018 ACM SIGSAC CONFERENCE ON COMPUTER AND COMMUNICATIONS SECURITY (CCS'18), pp.1209-1222

DOI
2018-04
Secure logistic regression based on homomorphic encryption: Design and evaluation

Kim, Miran; Song, Yongsoo; Wang, Shuang; Xia, Yuhou; Jiang, Xiaoqian

JMIR Medical Informatics, Vol.6 No.2, pp.245-255

DOI
2018-04
Privacy-Preserving Predictive Modeling: Harmonization of Contextual Embeddings From Different Sources

Huang, Yingxiang; Lee, Junghye; Wang, Shuang; Sun, Jimeng; Liu, Hongfang; Jiang, Xiaoqian

JMIR MEDICAL INFORMATICS, Vol.6 No.2, pp.278-291

DOI
2018-04
Privacy-Preserving Patient Similarity Learning in a Federated Environment: Development and Analysis

Lee, Junghye; Sun, Jimeng; Wang, Fei; Wang, Shuang; Jun, Chi-Hyuck; Jiang, Xiaoqian

JMIR MEDICAL INFORMATICS, Vol.6 No.2, pp.4-24

DOI
2019-01
SecureLR: Secure Logistic Regression Model via a Hybrid Cryptographic Protocol

Jiang, Yichen; Hamer, Jenny; Wang, Chenghong; Jiang, Xiaoqian; Kim, Miran; Song, Yongsoo; Xia, Yuhou; Mohammed, Noman; Sadat, Md Nazmus; Wang, Shuang

IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol.16 No.1, pp.113-123

DOI
2020
Secure and Differentially Private Logistic Regression for Horizontally Distributed Data

Kim, Miran; Lee, Junghye; Ohno-Machado, Lucila; Jiang, Xiaoqian

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, Vol.15, pp.695-710

DOI
2021-11
Ultrafast homomorphic encryption models enable secure outsourcing of genotype imputation
DOI
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