CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks

4 February 2023

Shashank Agnihotri

Papers citing "CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks"

23 / 23 papers shown

Title
DispBench: Benchmarking Disparity Estimation to Synthetic Corruptions Shashank Agnihotri Amaan Ansari Annika Dackermann Fabian Rösch M. Keuper 50 0 0 08 May 2025
Are Synthetic Corruptions A Reliable Proxy For Real-World Corruptions? Shashank Agnihotri David Schader Nico Sharei Mehmet Ege Kaçar M. Keuper 41 2 0 07 May 2025
Benchmarking the Robustness of Optical Flow Estimation to Corruptions Zhonghua Yi Hao-miao Shi Qi Jiang Yao Gao Ze Wang Y. Zhang Kailun Yang Kaiwei Wang AAML 73 1 0 22 Nov 2024
How Do Training Methods Influence the Utilization of Vision Models? Paul Gavrikov Shashank Agnihotri M. Keuper J. Keuper 26 2 0 18 Oct 2024
Detecting Adversarial Attacks in Semantic Segmentation via Uncertainty Estimation: A Deep Analysis Kira Maag Roman Resner Asja Fischer AAML 26 0 0 19 Aug 2024
Beware of Aliases -- Signal Preservation is Crucial for Robust Image Restoration Shashank Agnihotri Julia Grabinski Janis Keuper M. Keuper 34 5 0 11 Jun 2024
As Firm As Their Foundations: Can open-sourced foundation models be used to create adversarial examples for downstream tasks? Anjun Hu Jindong Gu Francesco Pinto Konstantinos Kamnitsas Philip H. S. Torr AAML SILM 32 5 0 19 Mar 2024
Segment (Almost) Nothing: Prompt-Agnostic Adversarial Attacks on Segmentation Models Francesco Croce Matthias Hein VLM 25 3 0 24 Nov 2023
Uncertainty-weighted Loss Functions for Improved Adversarial Attacks on Semantic Segmentation Kira Maag Asja Fischer AAML SSeg 34 3 0 26 Oct 2023
Detection Defenses: An Empty Promise against Adversarial Patch Attacks on Optical Flow Erik Scheurer Jenny Schmalfuss Alexander Lis Andrés Bruhn AAML 21 6 0 26 Oct 2023
Transferable Attack for Semantic Segmentation Mengqi He Jing Zhang Zhaoyuan Yang Mingyi He Nick Barnes Yuchao Dai 36 2 0 31 Jul 2023
On the unreasonable vulnerability of transformers for image restoration -- and an easy fix Shashank Agnihotri Kanchana Vaishnavi Gandikota Julia Grabinski Paramanand Chandramouli M. Keuper 32 9 0 25 Jul 2023
On Evaluating the Adversarial Robustness of Semantic Segmentation Models L. Halmosi Márk Jelasity AAML VLM 24 1 0 25 Jun 2023
PEARL: Preprocessing Enhanced Adversarial Robust Learning of Image Deraining for Semantic Segmentation Xianghao Jiao Yao-Tsorng Liu Jiaxin Gao Xinyuan Chu Risheng Liu Xin-Yue Fan VLM 26 6 0 25 May 2023
Uncertainty-based Detection of Adversarial Attacks in Semantic Segmentation Kira Maag Asja Fischer AAML UQCV 21 4 0 22 May 2023
Distracting Downpour: Adversarial Weather Attacks for Motion Estimation Jenny Schmalfuss Lukas Mehl Andrés Bruhn AAML 29 15 0 11 May 2023
Differentiable Sensor Layouts for End-to-End Learning of Task-Specific Camera Parameters Hendrik Sommerhoff Shashank Agnihotri Mohamed Saleh Michael Moeller M. Keuper A. Kolb 3DV 38 6 0 28 Apr 2023
Spring: A High-Resolution High-Detail Dataset and Benchmark for Scene Flow, Optical Flow and Stereo Lukas Mehl Jenny Schmalfuss Azin Jahedi Yaroslava Nalivayko Andrés Bruhn VGen 36 57 0 03 Mar 2023
RobustBench: a standardized adversarial robustness benchmark Francesco Croce Maksym Andriushchenko Vikash Sehwag Edoardo Debenedetti Nicolas Flammarion M. Chiang Prateek Mittal Matthias Hein VLM 228 677 0 19 Oct 2020
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks Mohit Iyyer John Wieting Kevin Gimpel Luke Zettlemoyer AAML GAN 196 711 0 17 Apr 2018
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 261 3,110 0 04 Nov 2016
Semantic Understanding of Scenes through the ADE20K Dataset Bolei Zhou Hang Zhao Xavier Puig Tete Xiao Sanja Fidler Adela Barriuso Antonio Torralba SSeg 253 1,828 0 18 Aug 2016
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 287 5,837 0 08 Jul 2016