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In machine learning, classifiers are used to predict a class of a given query based on an existing (classified) database.
On the number of nonscalar multiplications necessary to evaluate polynomials
M. S. Paterson and L. J. Stockmeyer · 1973
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How to generate and exchange secrets
A. C.-C. Yao · 1986
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Efficient multiparty protocols using circuit randomization
D. Beaver · 1992
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The Health Insurance Portability and Accountability Act of 1996 (HIPAA)
Centers for Medicare & Medicaid Services · 1996
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Nearest neighbor pattern classification
T. Cover and P. Hart · 2006
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Fully homomorphic encryption using ideal lattices
C. Gentry · 2009
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Secure knn computation on encrypted databases
W. K. Wong, D. W.-l. Cheung, B. Kao, and N. Mamoulis · 2009
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Enabling search services on outsourced private spatial data
M. L. Yiu, G. Ghinita, C. S. Jensen, and P. Kalnis · 2010
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Processing private queries over untrusted data cloud through privacy homomorphism
H. Hu, J. Xu, C. Ren, and B. Choi · 2011
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Cloud-assisted multiparty computation from fully homomorphic encryption
A. López-Alt, E. Tromer, and V. Vaikuntanathan · 2011
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Can homomorphic encryption be practical?
M. Naehrig, K. Lauter, and V. Vaikuntanathan · 2011
Cited alongside, same era.
Multiparty computation with low communication, computation and interaction via threshold fhe
G. Asharov, A. Jain, A. López-Alt, E. Tromer, V. Vaikuntanathan, and D. Wichs · 2012
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(leveled) fully homomorphic encryption without bootstrapping
Z. Brakerski, C. Gentry, and V. Vaikuntanathan · 2012
Cited alongside, same era.
On-the-fly multiparty computation on the cloud via multikey fully homomorphic encryption
A. López-Alt, E. Tromer, and V. Vaikuntanathan · 2012
Cited alongside, same era.
Helib - an implementation of homomorphic encryption
S. Halevi · 2013
Secure k-nearest neighbor query over encrypted data in outsourced environments
Y. Elmehdwi, B. K. Samanthula, and W. Jiang · 2014
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Algorithms in helib
S. Halevi and V. Shoup · 2014
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Depth optimized efficient homomorphic sorting
G. S. C̨etin, Y. Doröz, B. Sunar, and E. Savas · 2015
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Low depth circuits for efficient homomorphic sorting
G. S. C̨etin, Y. Doröz, B. Sunar, and E. Savas · 2015
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Enabling secure and efficient knn query processing over encrypted spatial data in the cloud
X. Cheng, S. Su, Y. Teng, and K. Xiao · 2015
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Official Journal of the European Union
Regulation (EU) 2016/679 of the European Parliament and of the Council of 27 April 2016 on the protection of natural persons with regard to the processing of personal data and on the free movement of such data, and repealing Directive 95/46/EC (General Data Protection Regulation) · 2016
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Cited alongside, same era.
Secure nearest neighbor revisited
X. Xiao, F. Li, and B. Yao · 2013
Cited alongside, same era.
Secure k-nn computation on encrypted cloud data without sharing key with query users
Y. Zhu, R. Xu, and T. Takagi · 2013
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https://www.kaggle.com/uciml/breast-cancer-wisconsin-data
Kaggle.com
Cited in the paper.
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UCI machine learning repository, 2017
D. Dheeru and E. Karra Taniskidou · 2017
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LiPHE: Library for practical homomorphic encryption., 2017
H. Shaul · 2017
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