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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 #
BCT, IEICE-SIS 2021-10-07
14:25
Online online Block-wise Transformation with Secret Key for Adversary Robust Defence of SVM model
Ryota Iijima, MaungMaung AprilPyone, Hitoshi Kiya (TMU)
In this paper, we propose a method for implementing support vector machine (SVM) models that are robust against adversar... [more]
HI, IEICE-IE, IEICE-ITS, MMS, ME, AIT [detail] 2020-02-27
14:00
Hokkaido Hokkaido Univ.
(Cancelled)
An Image Transformation Network for Privacy-Preserving Deep Neural Networks
Hiroki Ito, Yuma Kinoshita, Hitoshi Kiya (Tokyo Metro. Univ.)
We propose an image transformation network to generate visually-protected images for privacy-preserving deep neural netw... [more]
IEICE-IE, IEICE-CS, IPSJ-AVM, BCT [detail] 2019-12-06
10:10
Iwate Aiina Center Adversarial Examples for Monocular Depth Estimation CNN
Koichiro Yamanaka, Ryutaroh Matsumoto, Keita Takahashi, Toshiaki Fujii (Nagoya Univ.)
Adversarial examples for classification and object recognition problems using convolutional neural net- works (CNN) have... [more]
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