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Paper Abstract and Keywords
Presentation 2007-07-19 15:45
Privacy-Preserving Assocaition Rules Mining Scheme Revisited
Chunhua Su (Kyushu Univ.), Jianying Zhou, Feng Bao (I2R), Tsuyoshi Takagi (Future Univ. Hakodate), Kouichi Sakurai (Kyushu Univ.) ISEC2007-35 SITE2007-29
Abstract (in Japanese) (See Japanese page) 
(in English) Assocaition Rules Mining is a frequently used technique which finds interesting associations and correlation relationships among large set of data items that occur frequently together in varieties of social and bussiness area. For the coopertional distributed assocaition rules mining, privacy-preserving techniques are strongly needed. In this paper, we employ frequent-pattern tree (FP-tree) structure storing compressed, crucial information about frequent patterns, and develop an efficient and secure FP-treebased mining method. We show that our protocol is collusion resistant, which means that even if all dishonest respondents collude with a dishonest data minerin an attempt to learn the associations between honest respondents and their responses, they will be unable to do so.
Keyword (in Japanese) (See Japanese page) 
(in English) privacy / association rules mining / cryptographic protocol / / / / /  
Reference Info. IEICE Tech. Rep., vol. 107, no. 140, ISEC2007-35, pp. 133-138, July 2007.
Paper # ISEC2007-35 
Date of Issue 2007-07-12 (ISEC, SITE) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
and
reproduction		 All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
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Conference Information
Committee ISEC SITE IPSJ-CSEC  
Conference Date 2007-07-19 - 2007-07-20 
Place (in Japanese) (See Japanese page) 
Place (in English) Future University-Hakodate 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To ISEC 
Conference Code 2007-07-ISEC-SITE-IPSJ-CSEC 
Language English (Japanese title is available) 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Privacy-Preserving Assocaition Rules Mining Scheme Revisited 
Sub Title (in English)  
Keyword(1) privacy  
Keyword(2) association rules mining  
Keyword(3) cryptographic protocol  
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1st Author's Name Chunhua Su  
1st Author's Affiliation Kyushu University (Kyushu Univ.)
2nd Author's Name Jianying Zhou  
2nd Author's Affiliation Institute for Infocomm Research, Singapore (I2R)
3rd Author's Name Feng Bao  
3rd Author's Affiliation Institute for Infocomm Research, Singapore (I2R)
4th Author's Name Tsuyoshi Takagi  
4th Author's Affiliation Future University-Hakodate (Future Univ. Hakodate)
5th Author's Name Kouichi Sakurai  
5th Author's Affiliation Kyushu University (Kyushu Univ.)
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Speaker Author-1 
Date Time 2007-07-19 15:45:00 
Presentation Time 25 minutes 
Registration for ISEC 
Paper # ISEC2007-35, SITE2007-29 
Volume (vol) vol.107 
Number (no) no.140(ISEC), no.139(SITE) 
Page pp.133-138 
#Pages 6 
Date of Issue 2007-07-12 (ISEC, SITE) 

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