Completing the Picture: Randomized Smoothing Suffers from the Curse of Dimensionality for a Large Family of Distributions. - Yihan Wu; Aleksandar Bojchevski; Aleksei Kuvshinov; Stephan Günnemann (AISTATS, 2021)

Domain Reconstruction for UWB Car Key Localization Using Generative Adversarial Networks. - Aleksei Kuvshinov; Daniel Knobloch; Daniel Külzer; Elen Vardanyan; Stephan Günnemann (AAAI, 2022)

Intriguing Properties of Input-Dependent Randomized Smoothing. - Peter Súkeník; Aleksei Kuvshinov; Stephan Günnemann (ICML, 2022)

Robustness verification of ReLU networks via quadratic programming. - Aleksei Kuvshinov; Stephan Günnemann (Mach. Learn., 2022)

Extracting Unlearned Information from LLMs with Activation Steering. - Atakan Seyitoglu; Aleksei Kuvshinov; Leo Schwinn; Stephan Günnemann (CoRR, 2024)

Investigating the Robustness of Retrieval-Augmented Generation at the Query Level. - Sezen Perçin; Xin Su 008; Syed Sha Qutub; Phillip Howard; Aleksei Kuvshinov; Leo Schwinn; Kay-Ulrich Scholl (CoRR, 2025)