Adversarial Patch Attacks and Defences in Vision-Based Tasks: A Survey

Adversarial Patch Attacks and Defences in Vision-Based Tasks: A Survey

16 June 2022

Abhijith Sharma

Papers citing "Adversarial Patch Attacks and Defences in Vision-Based Tasks: A Survey"

14 / 14 papers shown

Title
A Majority Invariant Approach to Patch Robustness Certification for Deep Learning Models Qili Zhou Zhengyuan Wei Haipeng Wang William Chan AAML 21 0 0 01 Aug 2023
Kidnapping Deep Learning-based Multirotors using Optimized Flying Adversarial Patches Pia Hanfeld Khaled Wahba Marina M.-C. Höhne Michael Bussmann Wolfgang Hönig AAML 28 0 0 01 Aug 2023
NSA: Naturalistic Support Artifact to Boost Network Confidence Abhijith Sharma Phil Munz Apurva Narayan AAML 27 1 0 27 Jul 2023
A Comprehensive Study on the Robustness of Image Classification and Object Detection in Remote Sensing: Surveying and Benchmarking Shaohui Mei Jiawei Lian Xiaofei Wang Yuru Su Mingyang Ma Lap-Pui Chau AAML 23 11 0 21 Jun 2023
Flying Adversarial Patches: Manipulating the Behavior of Deep Learning-based Autonomous Multirotors Pia Hanfeld Marina M.-C. Höhne Michael Bussmann Wolfgang Hönig AAML 29 1 0 22 May 2023
Decorate the Newcomers: Visual Domain Prompt for Continual Test Time Adaptation Yulu Gan Yan Bai Yihang Lou Xianzheng Ma Renrui Zhang Nian Shi Lin Luo OOD VLM 27 91 0 08 Dec 2022
Certified Patch Robustness via Smoothed Vision Transformers Hadi Salman Saachi Jain Eric Wong Aleksander Mkadry AAML 70 58 0 11 Oct 2021
Robust Feature-Level Adversaries are Interpretability Tools Stephen Casper Max Nadeau Dylan Hadfield-Menell Gabriel Kreiman AAML 42 27 0 07 Oct 2021
PatchGuard++: Efficient Provable Attack Detection against Adversarial Patches Chong Xiang Prateek Mittal AAML 33 42 0 26 Apr 2021
Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes Yuanduo Hong Huihui Pan Weichao Sun Yisong Jia SSeg 138 260 0 15 Jan 2021
SentiNet: Detecting Localized Universal Attacks Against Deep Learning Systems Edward Chou Florian Tramèr Giancarlo Pellegrino AAML 168 287 0 02 Dec 2018
Towards Principled Design of Deep Convolutional Networks: Introducing SimpNet S. H. HasanPour Mohammad Rouhani Mohsen Fayyaz Mohammad Sabokrou Ehsan Adeli 47 45 0 17 Feb 2018
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 287 5,835 0 08 Jul 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 296 39,198 0 01 Sep 2014