Anastasia Antsiferova

According to our database, Anastasia Antsiferova authored at least 30 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

FS-IQA: Certified Feature Smoothing for Robust Image Quality Assessment.

Ekaterina Shumitskaya, Dmitriy S. Vatolin, Anastasia Antsiferova

CoRR, August, 2025

LEHA-CVQAD: Dataset To Enable Generalized Video Quality Assessment of Compression Artifacts.

Aleksandr Gushchin, Maksim Smirnov, Dmitriy S. Vatolin, Anastasia Antsiferova

CoRR, July, 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., June, 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, June, 2025

Robustness as Architecture: Designing IQA Models to Withstand Adversarial Perturbations.

Igor Meleshin, Anna Chistyakova, Anastasia Antsiferova, Dmitriy S. Vatolin

CoRR, June, 2025

Watermark Overwriting Attack on StegaStamp algorithm.

I. F. Serzhenko, L. A. Khaertdinova, Mikhail Pautov, Anastasia Antsiferova

CoRR, May, 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

Cross-Modal Transferable Image-to-Video Attack on Video Quality Metrics.

Georgii Gotin, Ekaterina Shumitskaya, Anastasia Antsiferova, Dmitriy S. Vatolin

Proceedings of the 20th International Joint Conference on Computer Vision, 2025

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

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

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

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

Ti-Patch: Tiled Physical Adversarial Patch for no-reference video quality metrics.

Victoria Leonenkova, Ekaterina Shumitskaya, Anastasia Antsiferova, Dmitriy S. Vatolin

CoRR, 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

IOI: Invisible One-Iteration Adversarial Attack on No-Reference Image- and Video-Quality Metrics.

Ekaterina Shumitskaya, Anastasia Antsiferova, Dmitriy S. Vatolin

Proceedings of the Forty-first International Conference on Machine Learning, 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, Jiaying Qian, Yuqin Cao, Yinan Sun, Yuxin Zhu, Xiongkuo Min, Guangtao Zhai, Kanjar De, Qing Luo, Ao-Xiang Zhang, Peng Zhang, Haibo Lei, Linyan Jiang, Yaqing Li, Wenhui Meng, Xiaoheng Tan, Haiqiang Wang, Xiaozhong Xu, Shan Liu, Zhenzhong Chen, Zhengxue Cheng, Jiahao Xiao, Jun Xu, Chenlong He, Qi Zheng, Ruoxi Zhu, Min Li, Yibo Fan, Zhengzhong Tu

Proceedings of the Computer Vision - ECCV 2024 Workshops, 2024

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

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

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

Fast Adversarial CNN-based Perturbation Attack on No-Reference Image- and Video-Quality Metrics.

Ekaterina Shumitskaya, Anastasia Antsiferova, Dmitriy S. Vatolin

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

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

ERQA: Edge-restoration Quality Assessment for Video Super-Resolution.

Anastasia Kirillova, Eugene Lyapustin, Anastasia Antsiferova, Dmitry S. Vatolin

Proceedings of the 17th International Joint Conference on Computer Vision, 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

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Universal Perturbation Attack on Differentiable No-Reference Image- and Video-Quality Metrics.

Ekaterina Shumitskaya, Anastasia Antsiferova, Dmitriy S. Vatolin

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Shot boundary detection method based on a new extensive dataset and mixed features.

Alexander Gushchin, Anastasia Antsiferova, 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

Hacking VMAF and VMAF NEG: metrics vulnerability to different preprocessing.

Maksim Siniukov, Anastasia Antsiferova, Dmitriy L. Kulikov, Dmitriy S. Vatolin

CoRR, 2021

Hacking VMAF and VMAF NEG: Vulnerability to Different Preprocessing Methods.

Maksim Siniukov, Anastasia Antsiferova, Dmitriy L. Kulikov, Dmitriy S. Vatolin

Proceedings of the AICCC 2021: 4th Artificial Intelligence and Cloud Computing Conference, Kyoto, Japan, December 17, 2021

2019

Video Distortion Method for VMAF Quality Values Increasing.

Anastasia Antsiferova, Dmitriy L. Kulikov, Dmitriy S. Vatolin, Sergey Zvezdakov

CoRR, 2019

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

2017

The influence of 3D video artifacts on discomfort of 302 viewers.

Anastasia Antsiferova, Dmitriy S. Vatolin

Proceedings of the International Conference on 3D Immersion, 2017