Paper Abstract and Keywords |
Presentation |
2017-11-09 13:00
Fast Computation of Lower Bounds for Privacy Evaluations, Based on Binary Decision Diagrams Shogo Takeuchi (Univ. of Tokyo), Kosuke Kusano, Jun Sakuma (Univ. of Tsukuba), Koji Tsuda (Univ. of Tokyo) IBISML2017-60 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
An input value estimation is a privacy issue in a service provides information by personal information. It is necessary to enumerate the solutions that satisfy linear inequalities to calculate a privacy measure for this issue. In this paper, we propose a novel enumeration method using binary decision diagrams, which is more effective than a previous approach. In addition, we propose a method to enumerate a subset (superset) of the solution set,to calculate the lower (upper) bound of privacy measure. We showed that our methods perform better than the previous method from the experimental results. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Enumeration Algorithm / Binary Decision Diagram / Privacy / Risk Evaluation / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 117, no. 293, IBISML2017-60, pp. 193-200, Nov. 2017. |
Paper # |
IBISML2017-60 |
Date of Issue |
2017-11-02 (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) |
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IBISML2017-60 |
Conference Information |
Committee |
IBISML |
Conference Date |
2017-11-08 - 2017-11-10 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Univ. of Tokyo |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Information-Based Induction Science Workshop (IBIS2017) |
Paper Information |
Registration To |
IBISML |
Conference Code |
2017-11-IBISML |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Fast Computation of Lower Bounds for Privacy Evaluations, Based on Binary Decision Diagrams |
Sub Title (in English) |
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Keyword(1) |
Enumeration Algorithm |
Keyword(2) |
Binary Decision Diagram |
Keyword(3) |
Privacy |
Keyword(4) |
Risk Evaluation |
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1st Author's Name |
Shogo Takeuchi |
1st Author's Affiliation |
The University of Tokyo (Univ. of Tokyo) |
2nd Author's Name |
Kosuke Kusano |
2nd Author's Affiliation |
University of Tsukuba (Univ. of Tsukuba) |
3rd Author's Name |
Jun Sakuma |
3rd Author's Affiliation |
University of Tsukuba (Univ. of Tsukuba) |
4th Author's Name |
Koji Tsuda |
4th Author's Affiliation |
The University of Tokyo (Univ. of Tokyo) |
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Speaker |
Author-1 |
Date Time |
2017-11-09 13:00:00 |
Presentation Time |
150 minutes |
Registration for |
IBISML |
Paper # |
IBISML2017-60 |
Volume (vol) |
vol.117 |
Number (no) |
no.293 |
Page |
pp.193-200 |
#Pages |
8 |
Date of Issue |
2017-11-02 (IBISML) |
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