Comparing the Robustness of Modern No-Reference Image- and Video-Quality Metrics to Adversarial Attacks. - Antsiferova, Anastasia; Abud, Khaled; Gushchin, Aleksandr; Shumitskaya, Ekaterina; Lavrushkin, Sergey; Vatolin, Dmitriy S. (2024)

Adversarial purification for no-reference image-quality metrics: applicability study and new methods. - Gushchin, Aleksandr; Chistyakova, Anna; Minashkin, Vladislav; Antsiferova, Anastasia; Vatolin, Dmitriy S. (CoRR, 2024)

AIM 2024 Challenge on Compressed Video Quality Assessment: Methods and Results. - Smirnov, Maksim; Gushchin, Aleksandr; Antsiferova, Anastasia; Vatolin, Dmitriy S.; Timofte, Radu; Jia, Ziheng; Zhang, Zicheng; Sun, Wei; Qian, Jiaying; Cao, Yuqin; Sun, Yinan; Zhu, Yuxin; et al. (CoRR, 2024)

Exploring adversarial robustness of JPEG AI: methodology, comparison and new methods. - Kovalev, Egor; Bychkov, Georgii; Abud, Khaled; Gushchin, Aleksandr; Chistyakova, Anna; Lavrushkin, Sergey; Vatolin, Dmitriy S.; Antsiferova, Anastasia (CoRR, 2024)

Comparing the robustness of modern no-reference image- and video-quality metrics to adversarial attacks. - Antsiferova, Anastasia; Abud, Khaled; Gushchin, Aleksandr; Lavrushkin, Sergey; Shumitskaya, Ekaterina; Velikanov, Maksim; Vatolin, Dmitriy S. (CoRR, 2023)

Video compression dataset and benchmark of learning-based video-quality metrics. - Antsiferova, Anastasia; Lavrushkin, Sergey; Smirnov, Maksim; Gushchin, Aleksandr; Vatolin, Dmitriy S.; Kulikov, Dmitriy L. (2022)