A Random Ensemble of Encrypted Vision Transformers for Adversarially
Robust Defense

A Random Ensemble of Encrypted Vision Transformers for Adversarially Robust Defense

11 February 2024

Hitoshi Kiya

Papers citing "A Random Ensemble of Encrypted Vision Transformers for Adversarially Robust Defense"

10 / 10 papers shown

Title
Privacy-Preserving Vision Transformer Using Images Encrypted with Restricted Random Permutation Matrices Kouki Horio K. Nishikawa Hitoshi Kiya PICV 25 0 0 16 Aug 2024
Disposable-key-based image encryption for collaborative learning of Vision Transformer Rei Aso Sayaka Shiota Hitoshi Kiya ViT FedML 21 1 0 11 Aug 2024
Efficient Key-Based Adversarial Defense for ImageNet by Using Pre-trained Model AprilPyone Maungmaung Isao Echizen Hitoshi Kiya VLM AAML 19 0 0 28 Nov 2023
Adversary Aware Continual Learning Muhammad Umer R. Polikar AAML 10 0 0 27 Apr 2023
Privacy-Preserving Image Classification Using Vision Transformer Zheng Qi AprilPyone Maungmaung Yuma Kinoshita Hitoshi Kiya ViT 13 19 0 24 May 2022
Make Some Noise: Reliable and Efficient Single-Step Adversarial Training Pau de Jorge Adel Bibi Riccardo Volpi Amartya Sanyal Philip H. S. Torr Grégory Rogez P. Dokania AAML 46 45 0 02 Feb 2022
RobustBench: a standardized adversarial robustness benchmark Francesco Croce Maksym Andriushchenko Vikash Sehwag Edoardo Debenedetti Nicolas Flammarion M. Chiang Prateek Mittal Matthias Hein VLM 207 668 0 19 Oct 2020
Constructing Unrestricted Adversarial Examples with Generative Models Yang Song Rui Shu Nate Kushman Stefano Ermon GAN AAML 171 300 0 21 May 2018
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 253 3,102 0 04 Nov 2016
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 279 39,083 0 01 Sep 2014