Anastasia Pustozerova

According to our database, Anastasia Pustozerova authored at least 6 papers between 2020 and 2023.

Collaborative distances:

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

2023

Analysing Utility Loss in Federated Learning with Differential Privacy.

Anastasia Pustozerova, Jan Baumbach, Rudolf Mayer

Proceedings of the 22nd IEEE International Conference on Trust, 2023

Differentially Private Federated Learning: Privacy and Utility Analysis of Output Perturbation and DP-SGD.

Anastasia Pustozerova, Jan Baumbach, Rudolf Mayer

Proceedings of the IEEE International Conference on Big Data, 2023

2021

Data Privacy in Smart Cities ? Federated Learning to the Rescue?

Anastasia Pustozerova, Rudolf Mayer

ERCIM News, 2021

The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond.

Julian O. Matschinske, Julian Späth, Reza Nasirigerdeh, Reihaneh Torkzadehmahani, Anne Hartebrodt, Balázs Orbán, Sándor Fejér, Olga I. Zolotareva, Mohammad Bakhtiari, Béla Bihari, Marcus D. Bloice, Nina C. Donner, Walid Fdhila, Tobias Frisch, Anne-Christin Hauschild, Dominik Heider, Andreas Holzinger, Walter Hötzendorfer, Jan Hospes, Tim Kacprowski, Markus Kastelitz, Markus List, Rudolf Mayer, Mónika Moga, Heimo Müller, Anastasia Pustozerova, Richard Röttger, Anna Saranti, Harald H. H. W. Schmidt, Christof Tschohl, Nina Kerstin Wenke, Jan Baumbach

CoRR, 2021

Training Effective Neural Networks on Structured Data with Federated Learning.

Anastasia Pustozerova, Andreas Rauber, Rudolf Mayer

Proceedings of the Advanced Information Networking and Applications, 2021

2020

Privacy-preserving Artificial Intelligence Techniques in Biomedicine.

Reihaneh Torkzadehmahani, Reza Nasirigerdeh, David B. Blumenthal, Tim Kacprowski, Markus List, Julian O. Matschinske, Julian Späth, Nina Kerstin Wenke, Béla Bihari, Tobias Frisch, Anne Hartebrodt, Anne-Christin Hauschild, Dominik Heider, Andreas Holzinger, Walter Hötzendorfer, Markus Kastelitz, Rudolf Mayer, Cristian Nogales, Anastasia Pustozerova, Richard Röttger, Harald H. H. W. Schmidt, Ameli Schwalber, Christof Tschohl, Andrea Wohner, Jan Baumbach

CoRR, 2020