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| Paper Abstract and Keywords | ||
| Presentation | 2022-01-27 13:25 Access Control Using Feature Map Transformation With Secret Key for Object Detection Models Teru Nagamori, Hiroki Ito, MaungMaung AprilPyone, Hitoshi Kiya (Tokyo Metro. Univ.)  EMM2021-85 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In this paper, we propose an access control method for object detection models. The use of transformed images or transformed feature maps has been demonstrated to be effective in access control of models from unauthorized access. However, the effectiveness of the approach has been confirmed in only image classification models and semantic segmentation models, but not in object detection models. In this paper, the use of encrypted feature maps is shown to be effective in access control of object detection models for the first time. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Object Detection / Access Control / Feature Map / / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 121, no. 362, EMM2021-85, pp. 7-12, Jan. 2022. | |
| Paper # | EMM2021-85 | |
| Date of Issue | 2022-01-20 (EMM) | |
| 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 | EMM2021-85 |
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| Conference Information | |
| Committee | EMM |
| Conference Date | 2022-01-27 - 2022-01-27 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Sense of Presence, Universal Media, Digital Entertainment, etc. |
| Paper Information | |
| Registration To | EMM |
| Conference Code | 2022-01-EMM |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Access Control Using Feature Map Transformation With Secret Key for Object Detection Models |
| Sub Title (in English) | |
| Keyword(1) | Object Detection |
| Keyword(2) | Access Control |
| Keyword(3) | Feature Map |
| Keyword(4) | |
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| Keyword(8) | |
| 1st Author's Name | Teru Nagamori |
| 1st Author's Affiliation | Tokyo Metropolitan University (Tokyo Metro. Univ.) |
| 2nd Author's Name | Hiroki Ito |
| 2nd Author's Affiliation | Tokyo Metropolitan University (Tokyo Metro. Univ.) |
| 3rd Author's Name | MaungMaung AprilPyone |
| 3rd Author's Affiliation | Tokyo Metropolitan University (Tokyo Metro. Univ.) |
| 4th Author's Name | Hitoshi Kiya |
| 4th Author's Affiliation | Tokyo Metropolitan University (Tokyo Metro. Univ.) |
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| Speaker | Author-1 |
| Date Time | 2022-01-27 13:25:00 |
| Presentation Time | 25 minutes |
| Registration for | EMM |
| Paper # | EMM2021-85 |
| Volume (vol) | vol.121 |
| Number (no) | no.362 |
| Page | pp.7-12 |
| #Pages | 6 |
| Date of Issue | 2022-01-20 (EMM) |
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