Papers

Towards More Realistic Membership Inference Attacks on Large Diffusion Models

Authors: Jan Dubiński*, Antoni Kowalczuk*, Stanisław Pawlak, Przemysław Rokita, Tomasz Trzciński, Paweł Morawiecki

Venues:

• CVPR EC3V Workshop, 2023, Poster
• MLinPL Conference, 2023, Best Poster Award
• WACV, 2024, Poster

Benchmarking Robust Self-Supervised Learning Across Diverse Downstream Tasks

Authors: Antoni Kowalczuk, Jan Dubiński, Atiyeh Ashari Ghomi, Yi Sui, George Stein, Jiapeng Wu, Jesse C. Cresswell, Franziska Boenisch, Adam Dziedzic

Venue: ICML Workshop on Foundation Models in the Wild, 2024, Poster

Code: GitHub Repository