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| Presentation | 2022-06-24 10:00 Anonymity and Usefulness of combining Random sampling and Patient characteristics format statistics Kenta Kitamura, Irvan Mhd, Rie Shigetomi Yamaguchi (UTokyo)  IA2022-10 ICSS2022-10 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Data utilization has privacy invasion risks. Considering such risks, there is a trade-off between anonymity and usefulness of anonymized information.Recently, random sampling combined with anonymization methods is proposed for the usefulness while maintaining anonymity. In this report, we focus on the anonymity of statistical information and combine random sampling with medical statics patient characteristics.As a result, re- garding the usefulness, we can estimate the crosstabulation table used in medical statistics with less than 2 percent error for 10000 samplings. Regarding anonymity, although the raw data cannot be re-identified from the samples, there is a risk of anonymity invasion due to homogeneous attacks like. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Random sampling / patient characteristics / healthcare / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 122, no. 86, ICSS2022-10, pp. 55-60, June 2022. | |
| Paper # | ICSS2022-10 | |
| Date of Issue | 2022-06-16 (IA, ICSS) | |
| 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) | |
| Download PDF | IA2022-10 ICSS2022-10 |
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| Conference Information | |
| Committee | IA ICSS |
| Conference Date | 2022-06-23 - 2022-06-24 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Univ. of Nagasaki |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Internet Security, etc. |
| Paper Information | |
| Registration To | ICSS |
| Conference Code | 2022-06-IA-ICSS |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Anonymity and Usefulness of combining Random sampling and Patient characteristics format statistics |
| Sub Title (in English) | |
| Keyword(1) | Random sampling |
| Keyword(2) | patient characteristics |
| Keyword(3) | healthcare |
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| 1st Author's Name | Kenta Kitamura |
| 1st Author's Affiliation | The University of Tokyo (UTokyo) |
| 2nd Author's Name | Irvan Mhd |
| 2nd Author's Affiliation | The University of Tokyo (UTokyo) |
| 3rd Author's Name | Rie Shigetomi Yamaguchi |
| 3rd Author's Affiliation | The University of Tokyo (UTokyo) |
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| Speaker | Author-1 |
| Date Time | 2022-06-24 10:00:00 |
| Presentation Time | 25 minutes |
| Registration for | ICSS |
| Paper # | IA2022-10, ICSS2022-10 |
| Volume (vol) | vol.122 |
| Number (no) | no.85(IA), no.86(ICSS) |
| Page | pp.55-60 |
| #Pages | 6 |
| Date of Issue | 2022-06-16 (IA, ICSS) |
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