Til hovedinnhold

ELPaaS: Event Log Privacy as a Service

ELPaaS: Event Log Privacy as a Service

Kategori
Tidsskriftspublikasjon
Sammendrag
The privacy of an organization's workers represents a crucial concern in process mining settings, where data on an individual's performance is recorded and possibly shared for analysis. To enable users to appropriately deal with privacy concerns in process mining, this paper introduces ELPaaS (Event Log Privacy as a Service), a web application that offers state-of-the-art techniques for event log sanitization and privacy-preserving process mining queries. By employing our techniques, users obtain event logs and process mining results that provide privacy guarantees such as differential privacy and k-anonymity. Hence, the privacy of an organization's workers is protected.
Språk
Engelsk
Forfatter(e)
  • Bauer Martin
  • Fahrenkrog-Petersen Stephan A.
  • Koschmider Agnes
  • Mannhardt Felix
  • van der Aa Han
  • Weidlich Matthias
Institusjon(er)
  • Humboldt-Universität zu Berlin
  • Christian-Albrechts-Universität zu Kiel
  • SINTEF Digital / Teknologiledelse
År
2019
Publisert i
CEUR Workshop Proceedings
ISSN
1613-0073
Forlag
Technical University of Aachen
Årgang
2420
Side(r)
159 - 163
Eksterne ressurser