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 Conference Papers (Available on Advance Programs)  (Sort by: Date Descending)
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Committee Date Time Place Paper Title / Authors Abstract Paper #
CAS, SIP, VLD, MSS 2022-06-16
14:40
Aomori Hachinohe Institute of Technology
(Primary: On-site, Secondary: Online)
Adversarial Robustness of Secret Key-Based Defenses against AutoAttack
Miki Tanaka, April Pyone MaungMaung (Tokyo Metro Univ.), Isao Echizen (NII), Hitoshi Kiya (Tokyo Metro Univ.) CAS2022-7 VLD2022-7 SIP2022-38 MSS2022-7
Deep neural network (DNN) models are well-known to easily misclassify prediction results by using input images with smal... [more] CAS2022-7 VLD2022-7 SIP2022-38 MSS2022-7
pp.34-39
EMM 2022-01-27
13:00
Online Online Enhancing robustness of image classification system with Adversarial Example Detector
Takayuki Osakabe, Maungmaung Aprilpyone, Hitoshi Kiya (TMU) EMM2021-84
 [more] EMM2021-84
pp.1-6
EMM 2022-01-27
13:25
Online Online 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
In this paper, we propose an access control method for object detection models.
The use of transformed images or transf... [more]
EMM2021-85
pp.7-12
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