Denoising Score Matching via Random Fourier Features. - Olga Tsymboi; Yermek Kapushev; Evgeny Burnaev; Ivan V. Oseledets (IEEE Access, 2022)

Layerwise universal adversarial attack on NLP models. - Olga Tsymboi; Danil Malaev; Andrei Petrovskii; Ivan V. Oseledets (ACL (Findings), 2023)

Translate your gibberish: black-box adversarial attack on machine translation systems. - Andrei Chertkov; Olga Tsymboi; Mikhail Pautov; Ivan V. Oseledets (CoRR, 2023)

General Lipschitz: Certified Robustness Against Resolvable Semantic Transformations via Transformation-Dependent Randomized Smoothing. - Dmitrii Korzh; Mikhail Pautov; Olga Tsymboi; Ivan V. Oseledets (ECAI, 2024)

Sparse and Transferable Universal Singular Vectors Attack. - Kseniia Kuvshinova; Olga Tsymboi; Ivan V. Oseledets (CoRR, 2024)

Towards Foundation Time Series Model: To Synthesize Or Not To Synthesize? - Kseniia Kuvshinova; Olga Tsymboi; Alina Kostromina; Dmitry Simakov; Elizaveta Kovtun (CoRR, 2024)

Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation. - Israfel Salazar; Manuel Fernández Burda; Shayekh Bin Islam; Arshia Soltani Moakhar; Shivalika Singh; Fabian Farestam; Angelika Romanou; Danylo Boiko; Dipika Khullar; Mike Zhang; Dominik Krzeminski; Jekaterina Novikova; et al. (CoRR, 2025)