ELPaaS: Event log privacy as a service

Martin Bauer, Stephan A. Fahrenkrog-Petersen, Agnes Koschmider, Felix Mannhardt, Han van der Aa, Matthias Weidlich

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Abstract

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.

Original languageEnglish
Title of host publicationBPMT 2019 BPM 2019 Dissertation Award, Doctoral Consortium, and Demonstration Track
Subtitle of host publicationProceedings of the Dissertation Award, Doctoral Consortium, and Demonstration Track at BPM 2019 co-located with 17th International Conference on Business Process Management (BPM 2019)
EditorsBenoit Depaire, Johannes de Smedt, Marlon Dumas
PublisherCEUR-WS.org
Pages159-163
Publication statusPublished - 2019
Event2019 Dissertation Award, Doctoral Consortium, and Demonstration Track at BPM, BPMT 2019 - Vienna, Austria
Duration: 1 Sep 20196 Sep 2019

Publication series

NameCEUR Workshop Proceedings
PublisherCEUR-WS.org
Volume2420
ISSN (Print)1613-0073

Conference

Conference2019 Dissertation Award, Doctoral Consortium, and Demonstration Track at BPM, BPMT 2019
CountryAustria
CityVienna
Period1/09/196/09/19

Cite this

Bauer, M., Fahrenkrog-Petersen, S. A., Koschmider, A., Mannhardt, F., van der Aa, H., & Weidlich, M. (2019). ELPaaS: Event log privacy as a service. In B. Depaire, J. de Smedt, & M. Dumas (Eds.), BPMT 2019 BPM 2019 Dissertation Award, Doctoral Consortium, and Demonstration Track: Proceedings of the Dissertation Award, Doctoral Consortium, and Demonstration Track at BPM 2019 co-located with 17th International Conference on Business Process Management (BPM 2019) (pp. 159-163). (CEUR Workshop Proceedings; Vol. 2420). CEUR-WS.org. http://ceur-ws.org/Vol-2420/paperDT9.pdf