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Anastasia Pustozerova
Anastasia Pustozerova
SBA-research, TU Wien
Dirección de correo verificada de sba-research.org
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Citado por
Citado por
Año
Information leaks in federated learning
A Pustozerova, R Mayer
Workshop on Decentralized IoT Systems and Security (DISS), 2020
392020
Privacy-preserving artificial intelligence techniques in biomedicine
R Torkzadehmahani, R Nasirigerdeh, DB Blumenthal, T Kacprowski, ...
Methods of Information in Medicine 61, e12-e27, 2022
352022
The featurecloud AI store for federated learning in biomedicine and beyond
J Matschinske, J Späth, R Nasirigerdeh, R Torkzadehmahani, ...
arXiv preprint arXiv:2105.05734, 2021
72021
Training Effective Neural Networks on Structured Data with Federated Learning
A Pustozerova, A Rauber, R Mayer
Advanced Information Networking and Applications. AINA 2021. 226, 2021
72021
The FeatureCloud platform for federated learning in biomedicine: unified approach
J Matschinske, J Späth, M Bakhtiari, N Probul, MMK Majdabadi, ...
Journal of Medical Internet Research 25 (1), e42621, 2023
42023
Analysing Utility Loss in Federated Learning with Differential Privacy
A Pustozerova, J Baumbach, R Mayer
2023 IEEE 22nd International Conference on Trust, Security and Privacy in …, 2023
12023
Differentially Private Federated Learning: Privacy and Utility Analysis of Output Perturbation and DP-SGD
A Pustozerova, J Baumbach, R Mayer
2023 IEEE International Conference on Big Data (BigData), 5549-5558, 2023
2023
Data Privacy in Smart Cities? Federated Learning to the Rescue?
A Pustozerova, R Mayer
ERCIM News 2021 (126), 0, 2021
2021
Selection principles for federated learning in privacy-sensitive settings
A Pustozerova
Wien, 2020
2020
Federated Machine Learning in Privacy-Sensitive Settings
A Pustozerova
Helsinki Digital Humanities Hackathon DHH
A Obukhova
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