| Presentation | 2022-01-27 Access Control Using Feature Map Transformation With Secret Key for Object Detection Models Teru Nagamori, Hiroki Ito, MaungMaung AprilPyone, Hitoshi Kiya, |
|---|---|
| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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 andsemantic 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. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Object Detection / Access Control / Feature Map |
| Paper # | EMM2021-85 |
| Date of Issue | 2022-01-20 (EMM) |
| Conference Information | |
| Committee | EMM |
|---|---|
| Conference Date | 2022/1/27(1days) |
| 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. |
| Chair | Ryoichi Nishimura(NICT) |
| Vice Chair | Masaaki Fujiyoshi(Tokyo Metropolitan Univ.) / Masatsugu Ichino(Univ. of Electro-Comm.) |
| Secretary | Masaaki Fujiyoshi(Utsunomiya Univ.) / Masatsugu Ichino(NICT) |
| Assistant | Shoko Imaizumi(Chiba Univ.) / Youichi Takashima(Kaishi Professional Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Enriched MultiMedia |
|---|---|
| Language | JPN |
| 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 |
| 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.) |
| Date | 2022-01-27 |
| Paper # | EMM2021-85 |
| Volume (vol) | vol.121 |
| Number (no) | EMM-362 |
| Page | pp.pp.7-12(EMM), |
| #Pages | 6 |
| Date of Issue | 2022-01-20 (EMM) |