Certified Defences Against Adversarial Patch Attacks on Semantic
Segmentation

Certified Defences Against Adversarial Patch Attacks on Semantic Segmentation

13 September 2022

Matthias Hein

Papers citing "Certified Defences Against Adversarial Patch Attacks on Semantic Segmentation"

14 / 14 papers shown

Title
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 36 33 0 25 Mar 2022
Towards Practical Certifiable Patch Defense with Vision Transformer Zhaoyu Chen Yue Liu Jianghe Xu Shuang Wu Shouhong Ding Wenqiang Zhang AAML ViT 58 66 0 16 Mar 2022
Incremental Transformer Structure Enhanced Image Inpainting with Masking Positional Encoding Qiaole Dong Chenjie Cao Yanwei Fu CLL 67 139 0 02 Mar 2022
Efficient Self-Ensemble for Semantic Segmentation Walid Bousselham Guillaume Thibault Lucas Pagano Archana Machireddy Joe W. Gray Y. Chang Xubo B. Song ViT 40 26 0 26 Nov 2021
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 427 7,705 0 11 Nov 2021
Evaluating the Robustness of Semantic Segmentation for Autonomous Driving against Real-World Adversarial Patch Attacks F. Nesti Giulio Rossolini Saasha Nair Alessandro Biondi Giorgio Buttazzo AAML 54 76 0 13 Aug 2021
BEiT: BERT Pre-Training of Image Transformers Hangbo Bao Li Dong Songhao Piao Furu Wei ViT 231 2,812 0 15 Jun 2021
DeepGIN: Deep Generative Inpainting Network for Extreme Image Inpainting Chu-Tak Li W. Siu Zhi-Song Liu Li-Wen Wang D. Lun 37 22 0 17 Aug 2020
Minority Reports Defense: Defending Against Adversarial Patches Michael McCoyd Won Park Steven Chen Neil Shah Ryan Roggenkemper Minjune Hwang J. Liu David Wagner AAML 36 55 0 28 Apr 2020
Defending Against Physically Realizable Attacks on Image Classification Tong Wu Liang Tong Yevgeniy Vorobeychik AAML 69 126 0 20 Sep 2019
Certified Adversarial Robustness via Randomized Smoothing Jeremy M. Cohen Elan Rosenfeld J. Zico Kolter AAML 130 2,036 0 08 Feb 2019
Adversarial Patch Tom B. Brown Dandelion Mané Aurko Roy Martín Abadi Justin Gilmer AAML 70 1,094 0 27 Dec 2017
COCO-Stuff: Thing and Stuff Classes in Context Holger Caesar J. Uijlings V. Ferrari 116 1,384 0 12 Dec 2016
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 605 11,984 0 04 Dec 2016