| Presentation | 2007-07-19 Privacy-Preserving Association Rules Mining Scheme Revisited Chunhua SU, Jianying ZHOU, Feng BAO, Tsuyoshi TAKAGI, Kouichi SAKURAI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | associatoin rule mining / privacy-preserving data mining / FP-tree / attributes-based encryption |
| Paper # | ISEC2007-35,SITE2007-29 |
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| Conference Information | |
| Committee | SITE |
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| Conference Date | 2007/7/12(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
| Secretary | |
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| Paper Information | |
| Registration To | Social Implications of Technology and Information Ethics (SITE) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Privacy-Preserving Association Rules Mining Scheme Revisited |
| Sub Title (in English) | |
| Keyword(1) | associatoin rule mining |
| Keyword(2) | privacy-preserving data mining |
| Keyword(3) | FP-tree |
| Keyword(4) | attributes-based encryption |
| 1st Author's Name | Chunhua SU |
| 1st Author's Affiliation | Department of Computer Science and Communication Engineering, Kyushu University() |
| 2nd Author's Name | Jianying ZHOU |
| 2nd Author's Affiliation | Institute for Inforcomm Research (I^2R) |
| 3rd Author's Name | Feng BAO |
| 3rd Author's Affiliation | Institute for Inforcomm Research (I^2R) |
| 4th Author's Name | Tsuyoshi TAKAGI |
| 4th Author's Affiliation | School of Systems Information Science, Future University-Hakodate |
| 5th Author's Name | Kouichi SAKURAI |
| 5th Author's Affiliation | Department of Computer Science and Communication Engineering, Kyushu University |
| Date | 2007-07-19 |
| Paper # | ISEC2007-35,SITE2007-29 |
| Volume (vol) | vol.107 |
| Number (no) | 139 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |