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2020 – today
- 2023
[c3]Anastasia Pustozerova
, Jan Baumbach, Rudolf Mayer:
Differentially Private Federated Learning: Privacy and Utility Analysis of Output Perturbation and DP-SGD. IEEE Big Data 2023: 5549-5558- [c2]Anastasia Pustozerova, Jan Baumbach, Rudolf Mayer:
Analysing Utility Loss in Federated Learning with Differential Privacy. TrustCom 2023: 1230-1235 - 2021
- [c1]Anastasia Pustozerova, Andreas Rauber, Rudolf Mayer:
Training Effective Neural Networks on Structured Data with Federated Learning. AINA (2) 2021: 394-406 - [i3]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:
The FeatureCloud AI Store for Federated Learning in Biomedicine and Beyond. CoRR abs/2105.05734 (2021) - [i2]Anastasia Pustozerova, Rudolf Mayer:
Data Privacy in Smart Cities ? Federated Learning to the Rescue? ERCIM News 2021(126): 0 (2021) - 2020
- [i1]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:
Privacy-preserving Artificial Intelligence Techniques in Biomedicine. CoRR abs/2007.11621 (2020)
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