Daniel Bernau - RankMe

14 papers B 3Journal 9Unranked 1

Year	Rank	Type	Title / Venue / Authors
2022	B	`conf`	Assessing Differentially Private Variational Autoencoders Under Membership Inference. DBSec Daniel Bernau, Jonas Robl, Florian Kerschbaum
2022	J	`jnl`	Assessing Differentially Private Variational Autoencoders under Membership Inference. CoRR Daniel Bernau, Jonas Robl, Florian Kerschbaum
2022	—	`—`	Improved usability of differential privacy in machine learning: techniques for quantifying the privacy-accuracy trade-off. Daniel Bernau
2021	B	`conf`	Comparing Local and Central Differential Privacy Using Membership Inference Attacks. DBSec Daniel Bernau, Jonas Robl, Philip-William Grassal, Steffen Schneider, Florian Kerschbaum
2021	J	`jnl`	On the privacy-utility trade-off in differentially private hierarchical text classification. CoRR Dominik Wunderlich, Daniel Bernau, Francesco Aldà, Javier Parra-Arnau, Thorsten Strufe
2021	J	`jnl`	Quantifying identifiability to choose and audit epsilon in differentially private deep learning. Proc. VLDB Endow. Daniel Bernau, Günther Eibl, Philip-William Grassal, Hannah Keller, Florian Kerschbaum
2021	J	`jnl`	Quantifying identifiability to choose and audit ε in differentially private deep learning. CoRR Daniel Bernau, Günther Eibl, Philip-William Grassal, Hannah Keller, Florian Kerschbaum
2019	J	`jnl`	Assessing differentially private deep learning with Membership Inference. CoRR Daniel Bernau, Philip-William Grassal, Jonas Robl, Florian Kerschbaum
2019	J	`jnl`	Monte Carlo and Reconstruction Membership Inference Attacks against Generative Models. Proc. Priv. Enhancing Technol. Benjamin Hilprecht, Martin Härterich, Daniel Bernau
2019	J	`jnl`	Reconstruction and Membership Inference Attacks against Generative Models. CoRR Benjamin Hilprecht, Martin Härterich, Daniel Bernau
2018	J	`jnl`	The Influence of Differential Privacy on Short Term Electric Load Forecasting. CoRR Günther Eibl, Kaibin Bao, Philip-William Grassal, Daniel Bernau, Hartmut Schmeck
2018	J	`jnl`	The influence of differential privacy on short term electric load forecasting. Energy Inform. Günther Eibl, Kaibin Bao, Philip-William Grassal, Daniel Bernau, Hartmut Schmeck
2017	B	`conf`	Privacy-Preserving Outlier Detection for Data Streams. DBSec Jonas Böhler, Daniel Bernau, Florian Kerschbaum
2017	—	`conf`	Selective access for supply chain management in the cloud. CNS Anselme Tueno, Florian Kerschbaum, Daniel Bernau, Sara Foresti