Color Channel Perturbation Attacks for Fooling Convolutional Neural Networks and A Defense Against Such Attacks

20 December 2020

Papers citing "Color Channel Perturbation Attacks for Fooling Convolutional Neural Networks and A Defense Against Such Attacks"

5 / 5 papers shown

Title
Impact of Colour Variation on Robustness of Deep Neural Networks Chen-Hao Hu Weiwen Shi AAML OOD 17 1 0 02 Sep 2022
Adversarial Contrastive Learning via Asymmetric InfoNCE Qiying Yu Jieming Lou Xianyuan Zhan Qizhang Li W. Zuo Yang Liu Jingjing Liu AAML 36 23 0 18 Jul 2022
AdaInject: Injection Based Adaptive Gradient Descent Optimizers for Convolutional Neural Networks S. Dubey S. H. Shabbeer Basha S. Singh B. B. Chaudhuri ODL 48 9 0 26 Sep 2021
Reveal of Vision Transformers Robustness against Adversarial Attacks Ahmed Aldahdooh W. Hamidouche Olivier Déforges ViT 15 56 0 07 Jun 2021
diffGrad: An Optimization Method for Convolutional Neural Networks S. Dubey Soumendu Chakraborty S. K. Roy Snehasis Mukherjee S. Singh B. B. Chaudhuri ODL 97 184 0 12 Sep 2019