Anneliese Riess

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 4

Top Topics

Differentially Private

Diffusion Models

Image Synthesis

Top Venues

Publications

Alexander Ziller, Anneliese Riess, Kristian Schwethelm, Tamara T. Mueller, Daniel Rueckert, Georgios Kaissis
Bounding Reconstruction Attack Success of Adversaries Without Data Priors. CoRR (2024)
Richard Osuala, Daniel M. Lang, Anneliese Riess, Georgios Kaissis, Zuzanna Szafranowska, Grzegorz Skorupko, Oliver Díaz, Julia A. Schnabel, Karim Lekadir
Enhancing the Utility of Privacy-Preserving Cancer Classification using Synthetic Data. CoRR (2024)
Deniz Daum, Richard Osuala, Anneliese Riess, Georgios Kaissis, Julia A. Schnabel, Maxime Di Folco
On Differentially Private 3D Medical Image Synthesis with Controllable Latent Diffusion Models. CoRR (2024)
Georgios Kaissis, Alexander Ziller, Stefan Kolek, Anneliese Riess, Daniel Rueckert
Optimal privacy guarantees for a relaxed threat model: Addressing sub-optimal adversaries in differentially private machine learning. NeurIPS (2023)