Art

J-GLOBAL ID：201702244135050457   Reference number：17A1619638

Input and Output Privacy-Preserving Linear Regression

入力と出力のプライバシー保護線形回帰

Author (5)： AONO Yoshinori (National Institute of Information and Communications Technology (NICT)) ,  HAYASHI Takuya (National Institute of Information and Communications Technology (NICT)) ,  HAYASHI Takuya (Graduate School of Engineering, Kobe University) ,  PHONG Le Trieu (National Institute of Information and Communications Technology (NICT)) ,  WANG Lihua (National Institute of Information and Communications Technology (NICT))
Material： IEICE Transactions on Information and Systems (Web)  (IEICE Trans Inf Syst (Web))
Volume： E100.D  Issue： 10  Page： 2339-2347(J-STAGE)  Publication year： 2017 
JST Material Number： U0469A  ISSN： 1745-1361  Document type： Article
Article type： 原著論文  Country of issue： Japan (JPN)  Language： ENGLISH (EN)

Thesaurus term： *protection ,  *Regression Analysis ,  input ,  output ,  property ,  Privacy ,  data ,  cryptogram ,  oceanic ridge ,  computer system (hardware) ,  *privacy preservation ,  *linear regression ,  cloud server
Semi thesaurus term： confidentiality ,  input data ,  Homomorphic encryption ,  ridge

Author keywords (4)： differential privacy ,  homomorphic encryption ,  LWE assumption ,  linear regression

JST classification (2)： Data protection  (JD01020V) ,  Code theory  (ND02030R)

Reference (26)：

• [1] Amazon Machine Learning, https://aws.amazon.com/machine-learning/
• [2] Google Cloud Machine Learning Platform, https://cloud.google.com/products/machine-learning/
• [3] UCI Machine Learning Repository, http://archive.ics.uci.edu/ml
• [4] Y. Aono, X. Boyen, L.T. Phong, and L. Wang, “Key-private proxy re-encryption under LWE,” INDOCRYPT, G. Paul and S. Vaudenay, eds., Lecture Notes in Computer Science, vol.8250, pp.1-18, Springer, 2013. 10.1007/978-3-319-03515-4_1
• [5] Y. Aono, T. Hayashi, L.T. Phong, and L. Wang, “Privacy-preserving logistic regression with distributed data sources via homomorphic encryption,” IEICE Trans. Inf. & Syst., vol.E99-D, no.8, pp.2079-2089, Aug. 2016. 10.1587/transinf.2015inp0020

Terms in the title (2)： プライバシー ,  線形回帰