The influence of 3D video artifacts on discomfort of 302 viewers. - Anastasia Antsiferova; Dmitriy S. Vatolin (IC3D, 2017)

Barriers towards no-reference metrics application to compressed video quality analysis: on the example of no-reference metric NIQE. - Anastasia Antsiferova; Dmitriy L. Kulikov; Denis Kondranin; Dmitriy S. Vatolin (CoRR, 2019)

Video Distortion Method for VMAF Quality Values Increasing. - Anastasia Antsiferova; Dmitriy L. Kulikov; Dmitriy S. Vatolin; Sergey Zvezdakov (CoRR, 2019)

Hacking VMAF and VMAF NEG: Vulnerability to Different Preprocessing Methods. - Maksim Siniukov; Anastasia Antsiferova; Dmitriy L. Kulikov; Dmitriy S. Vatolin (AICCC, 2021)

Hacking VMAF and VMAF NEG: metrics vulnerability to different preprocessing. - Maksim Siniukov; Anastasia Antsiferova; Dmitriy L. Kulikov; Dmitriy S. Vatolin (CoRR, 2021)

Objective video quality metrics application to video codecs comparisons: choosing the best for subjective quality estimation. - Anastasia Antsiferova; Alexander Yakovenko; Nickolay Safonov; Dmitriy L. Kulikov; Alexander Gushin; Dmitriy S. Vatolin (CoRR, 2021)

Shot boundary detection method based on a new extensive dataset and mixed features. - Alexander Gushchin; Anastasia Antsiferova; Dmitriy S. Vatolin (CoRR, 2021)

Universal Perturbation Attack on Differentiable No-Reference Image- and Video-Quality Metrics. - Ekaterina Shumitskaya; Anastasia Antsiferova; Dmitriy S. Vatolin (BMVC, 2022)

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

ERQA: Edge-restoration Quality Assessment for Video Super-Resolution. - Anastasia Kirillova; Eugene Lyapustin; Anastasia Antsiferova; Dmitry S. Vatolin (VISIGRAPP (4: VISAPP), 2022)

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

Fast Adversarial CNN-based Perturbation Attack on No-Reference Image- and Video-Quality Metrics. - Ekaterina Shumitskaya; Anastasia Antsiferova; Dmitriy S. Vatolin (Tiny Papers @ ICLR, 2023)

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

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

AIM 2024 Challenge on Compressed Video Quality Assessment: Methods and Results. - Maksim Smirnov; Aleksandr Gushchin; Anastasia Antsiferova; Dmitriy S. Vatolin; Radu Timofte; Ziheng Jia; Zicheng Zhang; Wei Sun 029; Jiaying Qian; Yuqin Cao; Yinan Sun; Yuxin Zhu; et al. (ECCV Workshops (10), 2024)

IOI: Invisible One-Iteration Adversarial Attack on No-Reference Image- and Video-Quality Metrics. - Ekaterina Shumitskaya; Anastasia Antsiferova; Dmitriy S. Vatolin (ICML, 2024)

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

Ti-Patch: Tiled Physical Adversarial Patch for no-reference video quality metrics. - Victoria Leonenkova; Ekaterina Shumitskaya; Anastasia Antsiferova; Dmitriy S. Vatolin (CoRR, 2024)

Guardians of Image Quality: Benchmarking Defenses Against Adversarial Attacks on Image Quality Metrics. - Alexander Gushchin; Khaled Abud; Georgii Bychkov; Ekaterina Shumitskaya; Anna Chistyakova; Sergey Lavrushkin; Bader Rasheed; Kirill Malyshev; Dmitriy S. Vatolin; Anastasia Antsiferova (CoRR, 2024)

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

Accelerated zero-order SGD under high-order smoothness and overparameterized regime. - Georgii Bychkov; Darina Dvinskikh; Anastasia Antsiferova; Alexander V. Gasnikov; Aleksandr V. Lobanov (CoRR, 2024)

Towards adversarial robustness verification of no-reference image- and video-quality metrics. - Ekaterina Shumitskaya; Anastasia Antsiferova; Dmitriy S. Vatolin (Comput. Vis. Image Underst., 2024)

Cross-Modal Transferable Image-to-Video Attack on Video Quality Metrics. - Georgii Gotin; Ekaterina Shumitskaya; Anastasia Antsiferova; Dmitriy S. Vatolin (VISIGRAPP (3): VISAPP, 2025)

Stochastic BIQA: Median randomized smoothing for certified blind image quality assessment. - Ekaterina Shumitskaya; Mikhail Pautov; Dmitriy S. Vatolin; Anastasia Antsiferova (Comput. Vis. Image Underst., 2025)

Watermark Overwriting Attack on StegaStamp algorithm. - I. F. Serzhenko; L. A. Khaertdinova; Mikhail Pautov; Anastasia Antsiferova (CoRR, 2025)

Robustness as Architecture: Designing IQA Models to Withstand Adversarial Perturbations. - Igor Meleshin; Anna Chistyakova; Anastasia Antsiferova; Dmitriy S. Vatolin (CoRR, 2025)

NIC-RobustBench: A Comprehensive Open-Source Toolkit for Neural Image Compression and Robustness Analysis. - Georgii Bychkov; Khaled Abud; Egor Kovalev; Alexander Gushchin; Dmitriy S. Vatolin; Anastasia Antsiferova (CoRR, 2025)

Stable VMAF: investigating VMAF's vulnerabilities to adversarial attacks. - Sergey Lavrushkin; Maksim Khrebtov; Anastasia Antsiferova; Georgii Bychkov; Alexey Soloviev; Dmitriy S. Vatolin (Multim. Syst., 2025)

LEHA-CVQAD: Dataset To Enable Generalized Video Quality Assessment of Compression Artifacts. - Aleksandr Gushchin; Maksim Smirnov; Dmitriy S. Vatolin; Anastasia Antsiferova (CoRR, 2025)

FS-IQA: Certified Feature Smoothing for Robust Image Quality Assessment. - Ekaterina Shumitskaya; Dmitriy S. Vatolin; Anastasia Antsiferova (CoRR, 2025)