Paper Abstract and Keywords |
Presentation |
2013-03-07 15:10
A Study of Privacy-Preserving Participatory Sensing with Empirical Data Distributions Shunsuke Aoki, Masayuki Iwai, Kaoru Sezaki (Univ. of Tokyo) LOIS2012-83 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Participatory sensing is emerging paradigm for collecting spatial statistical information by gathering data from citizens as the rapid spread of smartphones with embedded various sensors. To promote use of participatory sensing, the protection of privacy is important to consider because the system aggregates data sets from each smartphone which is closely related with participants.
There are many research for protecting privacy in participatory sensing, but when the data distribution is generally known, attacker can easily infer original data which is participants' sensitive information.
In this paper, we present a privacy-preserving participatory sensing for known distributions by Empirical Negative Surveys.
We evaluated how this scheme can preserve the privacy while keeping the integrity of aggregated information. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Participatory Sensing / Urban Sensing / Privacy / Negative Surveys / Data Mining / Ubiquitous Networking / / |
Reference Info. |
IEICE Tech. Rep., vol. 112, no. 466, LOIS2012-83, pp. 83-88, March 2013. |
Paper # |
LOIS2012-83 |
Date of Issue |
2013-02-28 (LOIS) |
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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LOIS2012-83 |
Conference Information |
Committee |
LOIS |
Conference Date |
2013-03-07 - 2013-03-08 |
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(See Japanese page) |
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Paper Information |
Registration To |
LOIS |
Conference Code |
2013-03-LOIS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Study of Privacy-Preserving Participatory Sensing with Empirical Data Distributions |
Sub Title (in English) |
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Keyword(1) |
Participatory Sensing |
Keyword(2) |
Urban Sensing |
Keyword(3) |
Privacy |
Keyword(4) |
Negative Surveys |
Keyword(5) |
Data Mining |
Keyword(6) |
Ubiquitous Networking |
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1st Author's Name |
Shunsuke Aoki |
1st Author's Affiliation |
the University of Tokyo (Univ. of Tokyo) |
2nd Author's Name |
Masayuki Iwai |
2nd Author's Affiliation |
the University of Tokyo (Univ. of Tokyo) |
3rd Author's Name |
Kaoru Sezaki |
3rd Author's Affiliation |
the University of Tokyo (Univ. of Tokyo) |
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Speaker |
Author-1 |
Date Time |
2013-03-07 15:10:00 |
Presentation Time |
20 minutes |
Registration for |
LOIS |
Paper # |
LOIS2012-83 |
Volume (vol) |
vol.112 |
Number (no) |
no.466 |
Page |
pp.83-88 |
#Pages |
6 |
Date of Issue |
2013-02-28 (LOIS) |
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