9 citations · 11 across the 4 of their papers we have counts for
5 papers
Prink: -Anonymization for Streaming Data in Apache Flink
Philip Groneberg, Saskia Nuñez von Voigt, Thomas Janke +4
In this paper, we present Prink, a novel and practically applicable concept and fully implemented prototype for ks-anonymizing data streams in real-world application architectures.…
An applied Perspective: Estimating the Differential Identifiability Risk of an Exemplary SOEP Data Set
Jonas Allmann, Saskia Nuñez von Voigt, Florian Tschorsch
Using real-world study data usually requires contractual agreements where research results may only be published in anonymized form. Requiring formal privacy guarantees, such as di…
Towards Standardized Mobility Reports with User-Level Privacy
Alexandra Kapp, Saskia Nuñez von Voigt, Helena Mihaljević +1
The importance of human mobility analyses is growing in both research and practice, especially as applications for urban planning and mobility rely on them. Aggregate statistics an…
Self-Determined Reciprocal Recommender System with Strong Privacy Guarantees
S. Nuñez von Voigt, E. Daniel, F. Tschorsch
Recommender systems are widely used. Usually, recommender systems are based on a centralized client-server architecture. However, this approach implies drawbacks regarding the priv…
Quantifying the Re-identification Risk of Event Logs for Process Mining
S. Nuñez von Voigt, S. A. Fahrenkrog-Petersen, D. Janssen +5
Event logs recorded during the execution of business processes constitute a valuable source of information. Applying process mining techniques to them, event logs may reveal the ac…