Encryption Inspired Adversarial Defense for Visual Classification

Encryption Inspired Adversarial Defense for Visual Classification

16 May 2020

Maungmaung Aprilpyone

Hitoshi Kiya

Papers citing "Encryption Inspired Adversarial Defense for Visual Classification"

10 / 10 papers shown

Title
A Random Ensemble of Encrypted Vision Transformers for Adversarially Robust Defense Ryota Iijima Sayaka Shiota Hitoshi Kiya 36 6 0 11 Feb 2024
Efficient Fine-Tuning with Domain Adaptation for Privacy-Preserving Vision Transformer Teru Nagamori Sayaka Shiota Hitoshi Kiya 32 1 0 10 Jan 2024
On the Transferability of Adversarial Examples between Encrypted Models Miki Tanaka Isao Echizen Hitoshi Kiya SILM 39 4 0 07 Sep 2022
An Encryption Method of ConvMixer Models without Performance Degradation Ryota Iijima Hitoshi Kiya 21 1 0 25 Jul 2022
Image and Model Transformation with Secret Key for Vision Transformer Hitoshi Kiya Ryota Iijima Maungmaung Aprilpyone Yuma Kinoshita ViT 31 21 0 12 Jul 2022
Adversarial Detector with Robust Classifier Takayuki Osakabe Maungmaung Aprilpyone Sayaka Shiota Hitoshi Kiya AAML 21 1 0 05 Feb 2022
An Overview of Compressible and Learnable Image Transformation with Secret Key and Its Applications Hitoshi Kiya AprilPyone Maungmaung Yuma Kinoshita Shoko Imaizumi Sayaka Shiota 27 58 0 26 Jan 2022
CycleGAN without checkerboard artifacts for counter-forensics of fake-image detection Takayuki Osakabe Miki Tanaka Yuma Kinoshita Hitoshi Kiya 20 13 0 01 Dec 2020
Block-wise Image Transformation with Secret Key for Adversarially Robust Defense Maungmaung Aprilpyone Hitoshi Kiya 29 57 0 02 Oct 2020
Training DNN Model with Secret Key for Model Protection April Pyone Maung Maung Hitoshi Kiya 8 24 0 06 Aug 2020