Anna Chistyakova

According to our database, Anna Chistyakova authored at least 9 papers between 2024 and 2026.

Collaborative distances:

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

2026

RandMark: On Random Watermarking of Visual Foundation Models.

Anna Chistyakova, Mikhail Pautov

CoRR, March, 2026

Contract And Conquer: How to Provably Compute Adversarial Examples for a Black-Box Model?

Anna Chistyakova, Mikhail Pautov

CoRR, March, 2026

2025

ActiveMark: on watermarking of visual foundation models via massive activations.

Anna Chistyakova, Mikhail Pautov

CoRR, October, 2025

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

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

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

PySymGym: An Infrastructure to Train AI-Powered Navigation Assistant for Symbolic Execution Engine.

Anna Chistyakova, Maxim Nigmatulin, Ekaterina Shemetova, Danil Parfenov, David Akhmedov, Semyon V. Grigorev

Proceedings of the 1st IEEE/ACM International Workshop on Advancing Static Analysis for Researchers and Industry Practitioners in Software Engineering, 2025

Guardians of Image Quality: Benchmarking Defenses Against Adversarial Attacks on Image Quality Metrics.

Aleksandr Gushchin, Khaled Abud, Georgii Bychkov, Ekaterina Shumitskaya, Anna Chistyakova, Sergey Lavrushkin, Bader Rasheed, Kirill Malyshev, Dmitriy S. Vatolin, Anastasia Antsiferova

Proceedings of the Forty-second International Conference on Machine Learning, 2025

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

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