Group-Based Privacy Preservation Techniques for Process Mining

25 May 2021

Papers citing "Group-Based Privacy Preservation Techniques for Process Mining"

13 / 13 papers shown

Title
Releasing Differentially Private Event Logs Using Generative Models Frederik Wangelik Majid Rafiei M. Pourbafrani Wil M.P. van der Aalst 42 0 0 08 Apr 2025
Differentially Private Inductive Miner Max Schulze Yorck Zisgen Moritz Kirschte Esfandiar Mohammadi Agnes Koschmider 37 0 0 05 Jul 2024
PMDG: Privacy for Multi-Perspective Process Mining through Data Generalization Ryan Hildebrant Stephan A. Fahrenkrog-Petersen Matthias Weidlich Shangping Ren 21 2 0 01 May 2023
TraVaS: Differentially Private Trace Variant Selection for Process Mining Majid Rafiei Frederik Wangelik Wil M.P. van der Aalst 27 5 0 20 Oct 2022
Quantifying Temporal Privacy Leakage in Continuous Event Data Publishing Majid Rafiei Gamal Elkoumy Wil M.P. van der Aalst 27 5 0 03 Aug 2022
Libra: High-Utility Anonymization of Event Logs for Process Mining via Subsampling Gamal Elkoumy Marlon Dumas 25 6 0 27 Jun 2022
Differentially Private Release of Event Logs for Process Mining Gamal Elkoumy A. Pankova Marlon Dumas 19 8 0 09 Jan 2022
Trustworthy Artificial Intelligence and Process Mining: Challenges and Opportunities A. Péry Majid Rafiei Michael Simon Wil M.P. van der Aalst 29 9 0 06 Oct 2021
SaCoFa: Semantics-aware Control-flow Anonymization for Process Mining Stephan A. Fahrenkrog-Petersen Martin Kabierski Fabian Rösel Han van der Aa Matthias Weidlich 27 17 0 17 Sep 2021
PC4PM: A Tool for Privacy/Confidentiality Preservation in Process Mining Majid Rafiei A. Schnitzler Wil M.P. van der Aalst 14 7 0 30 Jul 2021
A Distance Measure for Privacy-preserving Process Mining based on Feature Learning Fabian Rösel Stephan A. Fahrenkrog-Petersen Han van der Aa Matthias Weidlich 16 7 0 14 Jul 2021
Privacy-Preserving Continuous Event Data Publishing Majid Rafiei Wil M.P. van der Aalst 25 12 0 25 May 2021
Privacy-Preserving Data Publishing in Process Mining Majid Rafiei Wil M.P. van der Aalst 20 23 0 04 Jan 2021