Exploring Vulnerabilities of No-Reference Image Quality Assessment
Models: A Query-Based Black-Box Method

Exploring Vulnerabilities of No-Reference Image Quality Assessment Models: A Query-Based Black-Box Method

10 January 2024

Papers citing "Exploring Vulnerabilities of No-Reference Image Quality Assessment Models: A Query-Based Black-Box Method"

9 / 9 papers shown

Title
Cross-Modal Transferable Image-to-Video Attack on Video Quality Metrics Georgii Gotin E. Shumitskaya Anastasia Antsiferova D. Vatolin AAML 33 0 0 14 Jan 2025
Secure Video Quality Assessment Resisting Adversarial Attacks Ao Zhang Yu Ran Weixuan Tang Yuan-Gen Wang Qingxiao Guan Chunsheng Yang AAML 24 0 0 09 Oct 2024
Beyond Score Changes: Adversarial Attack on No-Reference Image Quality Assessment from Two Perspectives Chenxi Yang Yujia Liu Dingquan Li Yan Zhong Tingting Jiang 30 3 0 20 Apr 2024
Ti-Patch: Tiled Physical Adversarial Patch for no-reference video quality metrics Victoria Leonenkova E. Shumitskaya Anastasia Antsiferova D. Vatolin 32 3 0 15 Apr 2024
IOI: Invisible One-Iteration Adversarial Attack on No-Reference Image- and Video-Quality Metrics E. Shumitskaya Anastasia Antsiferova D. Vatolin 35 2 0 09 Mar 2024
Black-box Adversarial Attacks Against Image Quality Assessment Models Yu Ran Ao Zhang Mingjie Li Weixuan Tang Yuan-Gen Wang 34 8 0 27 Feb 2024
Universal Perturbation Attack on Differentiable No-Reference Image- and Video-Quality Metrics E. Shumitskaya Anastasia Antsiferova D. Vatolin 15 16 0 01 Nov 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 32 34 0 03 Oct 2022
Image Quality Assessment for Perceptual Image Restoration: A New Dataset, Benchmark and Metric Jinjin Gu Haoming Cai Haoyu Chen Xiaoxing Ye Jimmy S. J. Ren Chao Dong 23 42 0 30 Nov 2020