Anneliese Riess

According to our database, Anneliese Riess authored at least 7 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Beyond privacy: the potentialities of differential privacy in generative AI.

Jonas Kuntzer, Johannes Kaiser, Tamara T. Mueller, Anneliese Riess, Kristian Schwethelm, Georgios Kaissis, Daniel Rueckert

Discov. Artif. Intell., December, 2026

Optimal conversion from Rényi Differential Privacy to <i>f</i>-Differential Privacy.

Anneliese Riess, Juan Felipe Gómez, Flávio du Pin Calmon, Julia Anne Schnabel, Georgios Kaissis

CoRR, February, 2026

2024

Bounding Reconstruction Attack Success of Adversaries Without Data Priors.

Alexander Ziller, Anneliese Riess, Kristian Schwethelm, Tamara T. Mueller, Daniel Rueckert, Georgios Kaissis

CoRR, 2024

Complex-Valued Federated Learning with Differential Privacy and MRI Applications.

Anneliese Riess, Alexander Ziller, Stefan Kolek, Daniel Rueckert, Julia A. Schnabel, Georgios Kaissis

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 Workshops, 2024

Enhancing the Utility of Privacy-Preserving Cancer Classification Using Synthetic Data.

Richard Osuala, Daniel Lang, Anneliese Riess, Georgios Kaissis, Zuzanna Szafranowska, Grzegorz Skorupko, Oliver Díaz, Julia A. Schnabel, Karim Lekadir

Proceedings of the Artificial Intelligence and Imaging for Diagnostic and Treatment Challenges in Breast Care, 2024

On Differentially Private 3D Medical Image Synthesis with Controllable Latent Diffusion Models.

Deniz Daum, Richard Osuala, Anneliese Riess, Georgios Kaissis, Julia A. Schnabel, Maxime Di Folco

Proceedings of the Deep Generative Models - 4th MICCAI Workshop, 2024

2023

Optimal privacy guarantees for a relaxed threat model: Addressing sub-optimal adversaries in differentially private machine learning.

Georgios Kaissis, Alexander Ziller, Stefan Kolek, Anneliese Riess, Daniel Rueckert

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023