Art

J-GLOBAL ID：201602233860463901   Reference number：16A1366693

Privacy-Preserving Logistic Regression with Distributed Data Sources via Homomorphic Encryption

準同型暗号による分散データソースを用いるプライバシー保護ロジスティック回帰

Author (4)： AONO Yoshinori (Cybersecurity Research Institute, National Institute of Information and Communications Technology (NICT)) ,  HAYASHI Takuya (Cybersecurity Research Institute, National Institute of Information and Communications Technology (NICT)) ,  PHONG Le Trieu (Cybersecurity Research Institute, National Institute of Information and Communications Technology (NICT)) ,  WANG Lihua (Cybersecurity Research Institute, National Institute of Information and Communications Technology (NICT))
Material： IEICE Transactions on Information and Systems (Web)  (IEICE Trans Inf Syst (Web))
Volume： E99.D  Issue： 8  Page： 2079-2089(J-STAGE)  Publication year： 2016 
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： *cryptogram ,  data ,  *protection ,  *regression analysis ,  set ,  polynomial ,  machine learning
Semi thesaurus term： *Homomorphic encryption ,  *privacy protection ,  *logistic regression ,  Dataset ,  instance ,  encryption technique

Author keywords (9)： logistic regression ,  distributed data sources ,  homomorphic encryption ,  Paillier ,  LWE ,  ring-LWE ,  outsourced computation ,  accuracy ,  F-score

JST classification (3)： Data protection  (JD01020V) ,  Code theory  (ND02030R) ,  Other information processing  (JE15050M)

Reference (35)：

• [1] UCI Machine Learning Repository, http://archive.ics.uci.edu/ml
• [2] Adult dataset. https://archive.ics.uci.edu/ml/machine-learning-databases/adult/adult.names
• [3] Breast Cancer. https://archive.ics.uci.edu/ml/machine-learning-databases/breast-cancer-wisconsin/
• [4] Pima dataset. https://archive.ics.uci.edu/ml/machine-learning-databases/pima-indians-diabetes/
• [5] Y. Aono, X. Boyen, L.T. Phong, and L. Wang, “Key-private proxy re-encryption under LWE,” G. Paul and S. Vaudenay, editors, Progress in Cryptology-INDOCRYPT 2013, vol.8250 of Lecture Notes in Computer Science, pp.1-18. Springer, 2013.

Terms in the title (4)： 暗号 ,  ソース ,  プライバシー ,  ロジスティック回帰