Daniel Bernau
Daniel Bernau
SAP Security Research
Verified email at sap.com - Homepage
Title
Cited by
Cited by
Year
Monte carlo and reconstruction membership inference attacks against generative models
B Hilprecht, M Härterich, D Bernau
Proceedings on Privacy Enhancing Technologies 2019 (4), 232-249, 2019
122019
Anonymization techniques to protect data
C Hebert, D Bernau, A Lahouel
US Patent 10,628,608, 2020
92020
Privacy-preserving outlier detection for data streams
J Böhler, D Bernau, F Kerschbaum
IFIP Annual Conference on Data and Applications Security and Privacy, 225-238, 2017
82017
Tracking privacy budget with distributed ledger
D Bernau, F Hahn, J Boehler
US Patent 10,380,366, 2019
72019
The influence of differential privacy on short term electric load forecasting
G Eibl, K Bao, PW Grassal, D Bernau, H Schmeck
Energy Informatics 1 (1), 93-113, 2018
52018
Assessing differentially private deep learning with membership inference
D Bernau, PW Grassal, J Robl, F Kerschbaum
arXiv preprint arXiv:1912.11328, 2019
42019
Differential privacy and outlier detection within a non-interactive model
J Boehler, D Bernau, F Kerschbaum
US Patent 10,445,527, 2019
42019
Selective access for supply chain management in the cloud
A Tueno, F Kerschbaum, D Bernau, S Foresti
2017 IEEE Conference on Communications and Network Security (CNS), 476-482, 2017
42017
Providing differentially private data with causality preservation
W Beskorovajnov, D Bernau
US Patent 10,423,781, 2019
22019
Reconstruction and membership inference attacks against generative models
B Hilprecht, M Härterich, D Bernau
arXiv preprint arXiv:1906.03006, 2019
22019
Differential Privacy to Prevent Machine Learning Model Membership Inference
D Bernau, J Robl, PW Grassal, F Kerschbaum
US Patent App. 16/442,336, 2020
2020
Privacy preserving smart metering
D Bernau, P Grassal, F Kerschbaum
US Patent 10,746,567, 2020
2020
Accurately identifying members of training data in variational autoencoders by reconstruction error
B Hilprecht, D Bernau, M Haerterich
US Patent App. 16/219,645, 2020
2020
Computer systems for detecting training data usage in generative models
M Haerterich, B Hilprecht, D Bernau
US Patent App. 16/140,022, 2020
2020
Investigating influence of data storage organization on structured code search performance
D Bernau, O Mordvinova, J Karstens, S Hickl
2011 IEEE 2nd International Conference on Computing, Control and Industrial …, 2011
2011
Requirements from the Use Cases
D Bernau, SDC di Vimercati
IEEE CNS 2020: 2020 IEEE Conference on Communications and Network Security (CNS) Committees and Welcome
K Akkaya, E Al Shaer, M Albanese, A Alsharif, D Antonioli, S Avestimehr, ...
TPC chair
S Foresti, G Livraga, M Albanese, D Bernau, ABD Ireland, SSM Chow, ...
IEEE CNS 2017 SPC: The 3rd IEEE Workshop on Security and Privacy in the Cloud (SPC 2017)-Committees and Welcome
M Albanese, N Antunes, D Bernau, Y Boshmaf, H Qatar, CBN Norway, ...
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Articles 1–19