Adversarial Token Attacks on Vision Transformers

Adversarial Token Attacks on Vision Transformers

8 October 2021

Papers citing "Adversarial Token Attacks on Vision Transformers"

13 / 13 papers shown

Title
Multi-Attribute Vision Transformers are Efficient and Robust Learners Hanan Gani Nada Saadi Noor Hussein Karthik Nandakumar ViT 9 0 0 12 Feb 2024
Towards Efficient Adversarial Training on Vision Transformers Boxi Wu Jindong Gu Zhifeng Li Deng Cai Xiaofei He Wei Liu ViT AAML 26 37 0 21 Jul 2022
Revealing Secrets From Pre-trained Models Mujahid Al Rafi Yuan Feng Hyeran Jeon 11 0 0 19 Jul 2022
Defending Backdoor Attacks on Vision Transformer via Patch Processing Khoa D. Doan Yingjie Lao Peng Yang Ping Li AAML 25 20 0 24 Jun 2022
Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness Giulio Lovisotto Nicole Finnie Mauricio Muñoz Chaithanya Kumar Mummadi J. H. Metzen AAML ViT 17 32 0 25 Mar 2022
Transformers in Medical Imaging: A Survey Fahad Shamshad Salman Khan Syed Waqas Zamir Muhammad Haris Khan Munawar Hayat F. Khan H. Fu ViT LM&MA MedIm 106 660 0 24 Jan 2022
DBIA: Data-free Backdoor Injection Attack against Transformer Networks Peizhuo Lv Hualong Ma Jiachen Zhou Ruigang Liang Kai Chen Shengzhi Zhang Yunfei Yang 19 15 0 22 Nov 2021
Are Vision Transformers Robust to Patch Perturbations? Jindong Gu Volker Tresp Yao Qin AAML ViT 25 59 0 20 Nov 2021
LTD: Low Temperature Distillation for Robust Adversarial Training Erh-Chung Chen Che-Rung Lee AAML 19 26 0 03 Nov 2021
MLP-Mixer: An all-MLP Architecture for Vision Ilya O. Tolstikhin N. Houlsby Alexander Kolesnikov Lucas Beyer Xiaohua Zhai ... Andreas Steiner Daniel Keysers Jakob Uszkoreit Mario Lucic Alexey Dosovitskiy 239 2,600 0 04 May 2021
Adversarially Robust Learning via Entropic Regularization Gauri Jagatap Ameya Joshi A. B. Chowdhury S. Garg C. Hegde OOD 17 11 0 27 Aug 2020
Constructing Unrestricted Adversarial Examples with Generative Models Yang Song Rui Shu Nate Kushman Stefano Ermon GAN AAML 174 302 0 21 May 2018
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 250 5,830 0 08 Jul 2016