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| 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 |
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| 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) | |
| Download PDF | ISEC2007-35 SITE2007-29 |
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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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