EP 3031165 A2 20160615 - A METHOD AND SYSTEM FOR PRIVACY PRESERVING MATRIX FACTORIZATION
Title (en)
A METHOD AND SYSTEM FOR PRIVACY PRESERVING MATRIX FACTORIZATION
Title (de)
VERFAHREN UND SYSTEM FÜR EINE MATRIX-FAKTORISIERUNG MIT SCHUTZ DER PRIVATSPHÄRE
Title (fr)
PROCÉDÉ ET SYSTÈME POUR FACTORISATION MATRICIELLE À PRÉSERVATION DE CONFIDENTIALITÉ
Publication
Application
Priority
- US 201361864088 P 20130809
- US 201361864094 P 20130809
- US 201361864098 P 20130809
- US 201361864085 P 20130809
- US 2013076353 W 20131219
- US 2014036357 W 20140501
Abstract (en)
[origin: CN105009505A] A method and a system for generating privacy-preserving recommendations commences by receiving as input a first set of records including tokens and items, from a first set of users; designing and evaluating a first garbled circuit based on matrix factorization on the first set of records and a second garbled circuit based on ridge-regression on a second record, from a requesting user to generate recommendations in a privacy-preserving way about at least one item, such that the records and any information extracted from the records, are kept secret from parties other than their source and the recommendations are only known by the requesting user. The system also includes a Crypto-Service Provider which will design the garbled circuits and a Recommender will will evaluate the first circuit. The requesting user will evaluate the second circuit and may not be included in the first set of users.
IPC 8 full level
H04L 9/00 (2006.01); H04N 21/466 (2011.01)
CPC (source: EP)
H04L 9/008 (2013.01); H04L 2209/46 (2013.01); H04L 2209/50 (2013.01)
Citation (search report)
See references of WO 2014138752A2
Designated contracting state (EPC)
AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR
Designated extension state (EPC)
BA ME
DOCDB simple family (publication)
CN 105009505 A 20151028; CN 105103487 A 20151125; CN 105144625 A 20151209; EP 3031165 A2 20160615; JP 2016510912 A 20160411; JP 2016510913 A 20160411; JP 2016517069 A 20160609; KR 20160041028 A 20160415
DOCDB simple family (application)
CN 201480012048 A 20140501; CN 201480012517 A 20140501; CN 201480021770 A 20140501; EP 14731436 A 20140501; JP 2015561769 A 20140501; JP 2015561770 A 20140501; JP 2015561771 A 20140501; KR 20157023839 A 20140501