Towards More Realistic Membership Inference Attacks on Large Diffusion Models. - Jan Dubinski; Antoni Kowalczuk; Stanislaw Pawlak; Przemyslaw Rokita; Tomasz Trzcinski; Pawel Morawiecki (WACV, 2024)

Benchmarking Robust Self-Supervised Learning Across Diverse Downstream Tasks. - Antoni Kowalczuk; Jan Dubinski; Atiyeh Ashari Ghomi; Yi Sui 001; George Stein; Jiapeng Wu; Jesse C. Cresswell; Franziska Boenisch; Adam Dziedzic (CoRR, 2024)

CDI: Copyrighted Data Identification in Diffusion Models. - Jan Dubinski; Antoni Kowalczuk; Franziska Boenisch; Adam Dziedzic (CVPR, 2025)

Privacy Attacks on Image AutoRegressive Models. - Antoni Kowalczuk; Jan Dubinski; Franziska Boenisch; Adam Dziedzic (CoRR, 2025)

Finding Dori: Memorization in Text-to-Image Diffusion Models Is Less Local Than Assumed. - Antoni Kowalczuk; Dominik Hintersdorf; Lukas Struppek; Kristian Kersting; Adam Dziedzic; Franziska Boenisch (CoRR, 2025)