Antoni Kowalczuk (Preferred)
Antoni Kowalczuk
PhD student, CISPA Helmholtz Center for Information Security
- Joined May 2023
Names
Emails
****@pw.edu.pl (Confirmed)
, ****@gmail.com (Confirmed)
, ****@cispa.de (Confirmed)
Personal Links
Career & Education History
PhD student
CISPA Helmholtz Center for Information Security (cispa.de)
2024 – Present
Undergrad student
Warsaw University of Technology (pw.edu.pl)
2020 – 2024
Advisors, Relations & Conflicts
Coauthor
Jan Dubiński
2023 – 2025
Coauthor
Pawel Morawiecki
2023 – 2023
Expertise
multi-modal large language models
2025 – Present
membership inference attacks, dataset inference, data extraction, memorization
2023 – Present
latent diffusion models
2023 – 2026
differential privacy
2024 – 2025
image autoregressive models
2024 – 2025
adversarial examples, robustness, ssl vision encoders
2023 – 2024