Anna Chistyakova

According to our database, Anna Chistyakova authored at least 5 papers between 2024 and 2025.

Collaborative distances:

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

2025

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

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

CoRR, June, 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

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