Yoshinori AONO


Input and Output Privacy-Preserving Linear Regression
Yoshinori AONO Takuya HAYASHI Le Trieu PHONG Lihua WANG 
Publication:   
Publication Date: 2017/10/01
Vol. E100-D  No. 10  pp. 2339-2347
Type of Manuscript:  Special Section PAPER (Special Section on Security, Privacy and Anonymity in Computation, Communication and Storage Systems)
Category: Privacy, anonymity, and fundamental theory
Keyword: 
differential privacyhomomorphic encryptionLWE assumptionlinear regression
 Summary | Full Text:PDF(614.7KB)

Privacy-Preserving Logistic Regression with Distributed Data Sources via Homomorphic Encryption
Yoshinori AONO Takuya HAYASHI Le Trieu PHONG Lihua WANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/08/01
Vol. E99-D  No. 8  pp. 2079-2089
Type of Manuscript:  Special Section PAPER (Special Section on Security, Privacy and Anonymity of Internet of Things)
Category: 
Keyword: 
logistic regressiondistributed data sourceshomomorphic encryptionPaillierLWEring-LWEoutsourced computationaccuracyF-score
 Summary | Full Text:PDF(494KB)