Paper Abstract and Keywords |
Presentation |
2023-03-14 16:50
Proposal for a privacy-preserving frequency estimation method Naoki Kawahara, Atsuko Miyaji (Osaka Univ.), Tomoaki Mimoto (ATR) IT2022-97 ISEC2022-76 WBS2022-94 RCC2022-94 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Differential privacy is one of the methods used to protect personal data by adding noise to personal data and its analysis results, so that the statistics obtained from the data can be safely disclosed. In this paper, we propose a new frequency estimation method by applying differential privacy to frequent itemset mining, which analyzes the frequencies of items owned by individuals in a dataset. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
differential privacy / frequent itemsets mining / / / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 122, no. 428, ISEC2022-76, pp. 187-194, March 2023. |
Paper # |
ISEC2022-76 |
Date of Issue |
2023-03-07 (IT, ISEC, WBS, RCC) |
ISSN |
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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IT2022-97 ISEC2022-76 WBS2022-94 RCC2022-94 |
Conference Information |
Committee |
RCC ISEC IT WBS |
Conference Date |
2023-03-14 - 2023-03-15 |
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(See Japanese page) |
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Paper Information |
Registration To |
ISEC |
Conference Code |
2023-03-RCC-ISEC-IT-WBS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
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(See Japanese page) |
Title (in English) |
Proposal for a privacy-preserving frequency estimation method |
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differential privacy |
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frequent itemsets mining |
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1st Author's Name |
Naoki Kawahara |
1st Author's Affiliation |
Osaka University (Osaka Univ.) |
2nd Author's Name |
Atsuko Miyaji |
2nd Author's Affiliation |
Osaka University (Osaka Univ.) |
3rd Author's Name |
Tomoaki Mimoto |
3rd Author's Affiliation |
Advanced Telecommunications Research Institute International (ATR) |
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Speaker |
Author-1 |
Date Time |
2023-03-14 16:50:00 |
Presentation Time |
25 minutes |
Registration for |
ISEC |
Paper # |
IT2022-97, ISEC2022-76, WBS2022-94, RCC2022-94 |
Volume (vol) |
vol.122 |
Number (no) |
no.427(IT), no.428(ISEC), no.429(WBS), no.430(RCC) |
Page |
pp.187-194 |
#Pages |
8 |
Date of Issue |
2023-03-07 (IT, ISEC, WBS, RCC) |
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