Vulnerabilities in Video Quality Assessment Models: The Challenge of
Adversarial Attacks

Vulnerabilities in Video Quality Assessment Models: The Challenge of Adversarial Attacks

24 September 2023

Papers citing "Vulnerabilities in Video Quality Assessment Models: The Challenge of Adversarial Attacks"

10 / 10 papers shown

Title
Secure Video Quality Assessment Resisting Adversarial Attacks Ao Zhang Yu Ran Weixuan Tang Yuan-Gen Wang Qingxiao Guan Chunsheng Yang AAML 29 0 0 09 Oct 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 46 2 0 02 Aug 2024
Ti-Patch: Tiled Physical Adversarial Patch for no-reference video quality metrics Victoria Leonenkova E. Shumitskaya Anastasia Antsiferova D. Vatolin 41 3 0 15 Apr 2024
Exploring Vulnerabilities of No-Reference Image Quality Assessment Models: A Query-Based Black-Box Method Chenxi Yang Yujia Liu Dingquan Li Tingting Jiang 35 6 0 10 Jan 2024
Universal Perturbation Attack on Differentiable No-Reference Image- and Video-Quality Metrics E. Shumitskaya Anastasia Antsiferova D. Vatolin 18 16 0 01 Nov 2022
DCVQE: A Hierarchical Transformer for Video Quality Assessment Zu-Hua Li Lei Yang ViT 32 2 0 10 Oct 2022
HVS Revisited: A Comprehensive Video Quality Assessment Framework Ao Zhang Yuan-Gen Wang Weixuan Tang Leida Li Sam Kwong 56 7 0 09 Oct 2022
Perceptual Attacks of No-Reference Image Quality Models with Human-in-the-Loop Weixia Zhang Dingquan Li Xiongkuo Min Guangtao Zhai Guodong Guo Xiaokang Yang Kede Ma OOD 37 34 0 03 Oct 2022
FAST-VQA: Efficient End-to-end Video Quality Assessment with Fragment Sampling Haoning Wu Chaofeng Chen Jingwen Hou Liang Liao Annan Wang Wenxiu Sun Qiong Yan Weisi Lin 68 168 0 06 Jul 2022
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 284 5,835 0 08 Jul 2016