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| Presentation | 2013-11-12 15:45 [Poster Presentation] Query auditing for privacy preserving similarity search Hiromi Arai (RIKEN), Koji Tsuda (AIST), Jun Sakuma (Univ. of Tsukuba)  IBISML2013-46 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In this paper, we propose a query auditing method for similarity searches that examines whether database responces satisfy privacy preserving requirements. We assume that the database answers a set of similar records’s IDs against each query. We introduce the probability of a certain private value given database responsesas as a privacy measure. We describe auditing with such a privacy measure as an enumeration problem and apply the efficient and accurate algorithm. The computational efficiency and the result of this auditing method is examined on the real world dataset. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | privacy preservation / similarity search / query auditing / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 113, no. 286, IBISML2013-46, pp. 77-83, Nov. 2013. | |
| Paper # | IBISML2013-46 | |
| Date of Issue | 2013-11-05 (IBISML) | |
| 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 | IBISML2013-46 |
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| Conference Information | |
| Committee | IBISML |
| Conference Date | 2013-11-10 - 2013-11-13 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tokyo Institute of Technology, Kuramae-Kaikan |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | The 16th IBIS Workshop & The 2nd IBIS Tutorial |
| Paper Information | |
| Registration To | IBISML |
| Conference Code | 2013-11-IBISML |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Query auditing for privacy preserving similarity search |
| Sub Title (in English) | |
| Keyword(1) | privacy preservation |
| Keyword(2) | similarity search |
| Keyword(3) | query auditing |
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| 1st Author's Name | Hiromi Arai |
| 1st Author's Affiliation | RIKEN (RIKEN) |
| 2nd Author's Name | Koji Tsuda |
| 2nd Author's Affiliation | National Institute of Advanced Industrial Science and Technology (AIST) |
| 3rd Author's Name | Jun Sakuma |
| 3rd Author's Affiliation | University of Tsukuba (Univ. of Tsukuba) |
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| Speaker | Author-1 |
| Date Time | 2013-11-12 15:45:00 |
| Presentation Time | 180 minutes |
| Registration for | IBISML |
| Paper # | IBISML2013-46 |
| Volume (vol) | vol.113 |
| Number (no) | no.286 |
| Page | pp.77-83 |
| #Pages | 7 |
| Date of Issue | 2013-11-05 (IBISML) |
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