BriefGPT.xyz
Mar, 2024
IOI：一种对无参考图像和视频质量测评方法的隐形一遍攻击
IOI: Invisible One-Iteration Adversarial Attack on No-Reference Image- and Video-Quality Metrics
HTML
PDF
Ekaterina Shumitskaya, Anastasia Antsiferova, Dmitriy Vatolin
TL;DR
本论文介绍一种针对无参考图像和视频质量度量的隐形一次迭代对抗性攻击方法，通过客观和主观测试，与八种先前方法进行比较，我们方法在各种被攻击的度量架构中表现出卓越的视觉质量，并同时保持可比较的攻击成功率和速度。
Abstract
No-reference image- and video-quality metrics are widely used in
video processing benchmarks
. The robustness of
learning-based metrics
under video attacks has not been widely studied. In addition to having succes
→