85 citations · 121 across the 15 of their papers we have counts for
4 papers · 1 filter
Mine Me but Don't Single Me Out: Differentially Private Event Logs for Process Mining
Gamal Elkoumy, Alisa Pankova, Marlon Dumas
The applicability of process mining techniques hinges on the availability of event logs capturing the execution of a business process. In some use cases, particularly those involvi…
Privacy-Preserving Directly-Follows Graphs: Balancing Risk and Utility in Process Mining
Gamal Elkoumy, Alisa Pankova, Marlon Dumas
Process mining techniques enable organizations to analyze business process execution traces in order to identify opportunities for improving their operational performance. Oftentim…
Secure Multi-Party Computation for Inter-Organizational Process Mining
Gamal Elkoumy, Stephan A. Fahrenkrog-Petersen, Marlon Dumas +3
Process mining is a family of techniques for analysing business processes based on event logs extracted from information systems. Mainstream process mining tools are designed for i…
Business Process Privacy Analysis in Pleak
Aivo Toots, Reedik Tuuling, Maksym Yerokhin +8
Pleak is a tool to capture and analyze privacy-enhanced business process models to characterize and quantify to what extent the outputs of a process leak information about its inpu…