Alexander Panfilov

16 papers A* 2Journal 11Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Claudini: Autoresearch Discovers State-of-the-Art Adversarial Attack Algorithms for LLMs. CoRR Alexander Panfilov, Peter Romov, Igor Shilov, Yves-Alexandre de Montjoye, Jonas Geiping, Maksym Andriushchenko
2025	J	`jnl`	ASIDE: Architectural Separation of Instructions and Data in Language Models. CoRR Egor Zverev, Evgenii Kortukov, Alexander Panfilov, Soroush Tabesh, Alexandra Volkova, Sebastian Lapuschkin, Wojciech Samek, Christoph H. Lampert
2025	J	`jnl`	Adaptive Attacks on Trusted Monitors Subvert AI Control Protocols. CoRR Mikhail Terekhov, Alexander Panfilov, Daniil Dzenhaliou, Caglar Gulcehre, Maksym Andriushchenko, Ameya Prabhu, Jonas Geiping
2025	A*	`conf`	An Interpretable N-gram Perplexity Threat Model for Large Language Model Jailbreaks. ICML Valentyn Boreiko, Alexander Panfilov, Václav Vorácek, Matthias Hein, Jonas Geiping
2025	J	`jnl`	Capability-Based Scaling Laws for LLM Red-Teaming. CoRR Alexander Panfilov, Paul Kassianik, Maksym Andriushchenko, Jonas Geiping
2025	J	`jnl`	Strategic Dishonesty Can Undermine AI Safety Evaluations of Frontier LLMs. CoRR Alexander Panfilov, Evgenii Kortukov, Kristina Nikolic, Matthias Bethge, Sebastian Lapuschkin, Wojciech Samek, Ameya Prabhu, Maksym Andriushchenko, Jonas Geiping
2024	J	`jnl`	A Realistic Threat Model for Large Language Model Jailbreaks. CoRR Valentyn Boreiko, Alexander Panfilov, Václav Vorácek, Matthias Hein, Jonas Geiping
2024	A*	`conf`	Provable Compositional Generalization for Object-Centric Learning. ICLR Thaddäus Wiedemer, Jack Brady, Alexander Panfilov, Attila Juhos, Matthias Bethge, Wieland Brendel
2023	—	`conf`	A Minimalist Approach for Domain Adaptation with Optimal Transport. CoLLAs Arip Asadulaev, Vitaly Shutov, Alexander Korotin, Alexander Panfilov, Vladislava Kontsevaya, Andrey Filchenkov
2023	J	`jnl`	Mechanistic insight into the functional role of human sinoatrial node conduction pathways and pacemaker compartments heterogeneity: A computer model analysis. PLoS Comput. Biol. Jichao Zhao, Roshan Sharma, Anuradha Kalyanasundaram, James Kennelly, Jieyun Bai, Ning Li, Alexander Panfilov, Vadim V. Fedorov
2023	J	`jnl`	Provable Compositional Generalization for Object-Centric Learning. CoRR Thaddäus Wiedemer, Jack Brady, Alexander Panfilov, Attila Juhos, Matthias Bethge, Wieland Brendel
2022	J	`jnl`	Connecting adversarial attacks and optimal transport for domain adaptation. CoRR Arip Asadulaev, Vitaly Shutov, Alexander Korotin, Alexander Panfilov, Andrey Filchenkov
2022	J	`jnl`	Easy Batch Normalization. CoRR Arip Asadulaev, Alexander Panfilov, Andrey Filchenkov
2022	J	`jnl`	Multi-step domain adaptation by adversarial attack to H ΔH-divergence. CoRR Arip Asadulaev, Alexander Panfilov, Andrey Filchenkov
2020	—	`conf`	Implementing a Machine Learning Approach to Predicting Students' Academic Outcomes. CCRIS Svyatoslav Oreshin, Andrey Filchenkov, Polina Petrusha, Egor Krasheninnikov, Alexander Panfilov, Igor Glukhov, Yulia E. Kaliberda, Daniil Masalskiy, Alexey Serdyukov, Vladimir Kazakovtsev, Maksim Khlopotov, Timofey Podolenchuk, Ivan Smetannikov, Daria Kozlova
2020	—	`conf`	Recommender system for an academic supervisor with a matrix normalization approach. CCRIS Vladimir Kazakovtsev, Svyatoslav Oreshin, Alexey Serdyukov, Egor Krasheninnikov, Sergey Muravyov, Albert Bezvinnyi, Alexander Panfilov, Igor Glukhov, Yulia E. Kaliberda, Daniil Masalskiy, Timofey Podolenchuk, Maksim Khlopotov