Comparing the Robustness of Modern No-Reference Image- and Video-Quality
Metrics to Adversarial Attacks

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Comparing the Robustness of Modern No-Reference Image- and Video-Quality Metrics to Adversarial Attacks

AAAI Conference on Artificial Intelligence (AAAI), 2023

10 October 2023

Anastasia Antsiferova

Aleksandr Gushchin

Sergey Lavrushkin

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Papers citing "Comparing the Robustness of Modern No-Reference Image- and Video-Quality Metrics to Adversarial Attacks"

9 / 9 papers shown

Title
Neural Atlas Graphs for Dynamic Scene Decomposition and Editing Jan Philipp Schneider Pratik Singh Bisht Ilya Chugunov A. Kolb Michael Moeller Felix Heide 129 1 0 19 Sep 2025
One Surrogate to Fool Them All: Universal, Transferable, and Targeted Adversarial Attacks with CLIP Binyan Xu Xilin Dai Di Tang Kehuan Zhang AAML 181 2 0 26 May 2025
Cross-Modal Transferable Image-to-Video Attack on Video Quality Metrics Georgii Gotin E. Shumitskaya Anastasia Antsiferova D. Vatolin AAML 229 0 0 14 Jan 2025
Exploring adversarial robustness of JPEG AI: methodology, comparison and new methods Egor Kovalev Georgii Bychkov Khaled Abud A. Gushchin Anna Chistyakova Sergey Lavrushkin D. Vatolin Anastasia Antsiferova AAML 326 3 0 18 Nov 2024
Guardians of Image Quality: Benchmarking Defenses Against Adversarial Attacks on Image Quality Metrics Alexander Gushchin Khaled Abud Georgii Bychkov E. Shumitskaya Anna Chistyakova Sergey Lavrushkin Bader Rasheed Kirill Malyshev D. Vatolin Anastasia Antsiferova AAML 221 4 0 02 Aug 2024
Can No-Reference Quality-Assessment Methods Serve as Perceptual Losses for Super-Resolution? Egor Kashkarov Egor Chistov Ivan Molodetskikh D. Vatolin SupR 233 5 0 30 May 2024
Ti-Patch: Tiled Physical Adversarial Patch for no-reference video quality metrics Victoria Leonenkova E. Shumitskaya Anastasia Antsiferova D. Vatolin 247 4 0 15 Apr 2024
Adversarial purification for no-reference image-quality metrics: applicability study and new methods Aleksandr Gushchin Anna Chistyakova Vladislav Minashkin Anastasia Antsiferova D. Vatolin 188 3 0 10 Apr 2024
Defense Against Adversarial Attacks on No-Reference Image Quality Models with Gradient Norm RegularizationComputer Vision and Pattern Recognition (CVPR), 2024 Yujia Liu Chenxi Yang Dingquan Li Jianhao Ding Tingting Jiang 201 12 0 18 Mar 2024