Logistic regression over encrypted data from fully homomorphic encryption

Author:

Chen Hao,Gilad-Bachrach Ran,Han Kyoohyung,Huang Zhicong,Jalali Amir,Laine Kim,Lauter Kristin

Publisher

Springer Science and Business Media LLC

Subject

Genetics (clinical),Genetics

Reference21 articles.

1. Graepel T, Lauter K, Naehrig M. ML confidential: Machine learning on encrypted data. In: International Conference on Information Security and Cryptology. Berlin: Springer: 2012. p. 1–21.

2. Mohassel P, Zhang Y. Secureml: A system for scalable privacy-preserving machine learning. In: Security and Privacy (SP), 2017 IEEE Symposium on. San Jose: IEEE: 2017. p. 19–38.

3. Rivest RL, Adleman L, Dertouzos ML. On data banks and privacy homomorphisms. Found Secure Comput. 1978; 4(11):169–80.

4. Gentry C. A fully homomorphic encryption scheme. Stanford: Stanford University; 2009.

5. Lauter K, Naehrig M, 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. Available from: http://doi.acm.org/10.1145/2046660.2046682 .

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