Lea Demelius

According to our database, Lea Demelius authored at least 4 papers between 2020 and 2025.

Collaborative distances:

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

2025

Recent Advances of Differential Privacy in Centralized Deep Learning: A Systematic Survey.

Lea Demelius, Roman Kern, Andreas Trügler

ACM Comput. Surv., June, 2025

Privacy, Utility and Fairness: Navigating Trade-offs in Differentially Private Machine Learning.

Lea Demelius

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Establishing and evaluating trustworthy AI: overview and research challenges.

Dominik Kowald, Sebastian Scher, Viktoria Pammer-Schindler, Peter Müllner, Kerstin Waxnegger, Lea Demelius, Angela Fessl, Maximilian Toller, Inti Gabriel Mendoza Estrada, Ilija Simic, Vedran Sabol, Andreas Trügler, Eduardo E. Veas, Roman Kern, Tomislav Nad, Simone Kopeinik

Frontiers Big Data, 2024

2020

Encoding of Numerical Data for Privacy-Preserving Record Linkage.

Lea Demelius, Karl Kreiner, Dieter Hayn, Michael Nitzlnader, Günter Schreier

Proceedings of the dHealth 2020 - Biomedical Informatics for Health and Care, 2020