Privacy-preserving logistic regression training

Author:

Bonte Charlotte,Vercauteren Frederik

Publisher

Springer Science and Business Media LLC

Subject

Genetics(clinical),Genetics

Reference17 articles.

1. Naehrig M, Lauter K, Vaikuntanathan V. Can Homomorphic Encryption Be Practical? In: Proceedings of the 3rd ACM Workshop on Cloud Computing Security Workshop, CCSW ’11. New York: ACM: 2011. p. 113–124. http://doi.acm.org/10.1145/2046660.2046682 .

2. Bos JW, Lauter K, Naehrig M. Private predictive analysis on encrypted medical data. J Biomed Inform. 2014; 50:234–243.

3. Aono Y, Hayashi T, Trieu Phong L, Wang L. Scalable and Secure Logistic Regression via Homomorphic Encryption. In: Proceedings of the Sixth ACM Conference on Data and Application Security and Privacy, CODASPY ’16. New York: ACM: 2016. p. 142–144. http://doi.acm.org/10.1145/2857705.2857731 .

4. Xie W, Wang Y, Boker SM, Brown DE. PrivLogit: Efficient Privacy-preserving Logistic Regression by Tailoring Numerical Optimizers. CoRR. 2016;abs/1611.01170http://arxiv.org/abs/1611.01170.

5. Kim M, Song Y, Wang S, Xia Y, Jiang X. Secure logistic regression based on homomorphic encryption. IACR Cryptol ePrint Arch. 2018; 2018:14. Accessed 14 Jan 2018.

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