Ekaterina Shumitskaya

19 papers A* 3A 1Journal 13Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	From Pixels to Reality: Physical-Digital Patch Attacks on Real-World Camera. CoRR Victoria Leonenkova, Ekaterina Shumitskaya, Dmitriy S. Vatolin, Anastasia Antsiferova
2026	J	`jnl`	Improving Transferability of Adversarial Attacks via Maximization and Targeting from Image to Video Quality Assessment. Big Data Cogn. Comput. Georgii Gotin, Ekaterina Shumitskaya, Dmitriy S. Vatolin, Anastasia Antsiferova
2025	—	`conf`	Cross-Modal Transferable Image-to-Video Attack on Video Quality Metrics. VISIGRAPP (3): VISAPP Georgii Gotin, Ekaterina Shumitskaya, Anastasia Antsiferova, Dmitriy S. Vatolin
2025	J	`jnl`	Cross-Modal Transferable Image-to-Video Attack on Video Quality Metrics. CoRR Georgii Gotin, Ekaterina Shumitskaya, Anastasia Antsiferova, Dmitriy S. Vatolin
2025	J	`jnl`	FS-IQA: Certified Feature Smoothing for Robust Image Quality Assessment. CoRR Ekaterina Shumitskaya, Dmitriy S. Vatolin, Anastasia Antsiferova
2025	A*	`conf`	Guardians of Image Quality: Benchmarking Defenses Against Adversarial Attacks on Image Quality Metrics. ICML Aleksandr Gushchin, Khaled Abud, Georgii Bychkov, Ekaterina Shumitskaya, Anna Chistyakova, Sergey Lavrushkin, Bader Rasheed, Kirill Malyshev, Dmitriy S. Vatolin, Anastasia Antsiferova
2025	J	`jnl`	Stochastic BIQA: Median randomized smoothing for certified blind image quality assessment. Comput. Vis. Image Underst. Ekaterina Shumitskaya, Mikhail Pautov, Dmitriy S. Vatolin, Anastasia Antsiferova
2024	A*	`conf`	Comparing the Robustness of Modern No-Reference Image- and Video-Quality Metrics to Adversarial Attacks. AAAI Anastasia Antsiferova, Khaled Abud, Aleksandr Gushchin, Ekaterina Shumitskaya, Sergey Lavrushkin, Dmitriy S. Vatolin
2024	J	`jnl`	Guardians of Image Quality: Benchmarking Defenses Against Adversarial Attacks on Image Quality Metrics. CoRR Alexander Gushchin, Khaled Abud, Georgii Bychkov, Ekaterina Shumitskaya, Anna Chistyakova, Sergey Lavrushkin, Bader Rasheed, Kirill Malyshev, Dmitriy S. Vatolin, Anastasia Antsiferova
2024	A*	`conf`	IOI: Invisible One-Iteration Adversarial Attack on No-Reference Image- and Video-Quality Metrics. ICML Ekaterina Shumitskaya, Anastasia Antsiferova, Dmitriy S. Vatolin
2024	J	`jnl`	IOI: Invisible One-Iteration Adversarial Attack on No-Reference Image- and Video-Quality Metrics. CoRR Ekaterina Shumitskaya, Anastasia Antsiferova, Dmitriy S. Vatolin
2024	J	`jnl`	Stochastic BIQA: Median Randomized Smoothing for Certified Blind Image Quality Assessment. CoRR Ekaterina Shumitskaya, Mikhail Pautov, Dmitriy S. Vatolin, Anastasia Antsiferova
2024	J	`jnl`	Ti-Patch: Tiled Physical Adversarial Patch for no-reference video quality metrics. CoRR Victoria Leonenkova, Ekaterina Shumitskaya, Anastasia Antsiferova, Dmitriy S. Vatolin
2024	J	`jnl`	Towards adversarial robustness verification of no-reference image- and video-quality metrics. Comput. Vis. Image Underst. Ekaterina Shumitskaya, Anastasia Antsiferova, Dmitriy S. Vatolin
2023	J	`jnl`	Comparing the robustness of modern no-reference image- and video-quality metrics to adversarial attacks. CoRR Anastasia Antsiferova, Khaled Abud, Aleksandr Gushchin, Sergey Lavrushkin, Ekaterina Shumitskaya, Maksim Velikanov, Dmitriy S. Vatolin
2023	—	`conf`	Fast Adversarial CNN-based Perturbation Attack on No-Reference Image- and Video-Quality Metrics. Tiny Papers @ ICLR Ekaterina Shumitskaya, Anastasia Antsiferova, Dmitriy S. Vatolin
2023	J	`jnl`	Fast Adversarial CNN-based Perturbation Attack on No-Reference Image- and Video-Quality Metrics. CoRR Ekaterina Shumitskaya, Anastasia Antsiferova, Dmitriy S. Vatolin
2022	A	`conf`	Universal Perturbation Attack on Differentiable No-Reference Image- and Video-Quality Metrics. BMVC Ekaterina Shumitskaya, Anastasia Antsiferova, Dmitriy S. Vatolin
2022	J	`jnl`	Universal Perturbation Attack on Differentiable No-Reference Image- and Video-Quality Metrics. CoRR Ekaterina Shumitskaya, Anastasia Antsiferova, Dmitriy S. Vatolin