45 citations · 89 across the 12 of their papers we have counts for
7 papers · 1 filter
TraVaS: Differentially Private Trace Variant Selection for Process Mining
Majid Rafiei, Frederik Wangelik, Wil M. P. van der Aalst
In the area of industrial process mining, privacy-preserving event data publication is becoming increasingly relevant. Consequently, the trade-off between high data utility and qua…
Quantifying Temporal Privacy Leakage in Continuous Event Data Publishing
Majid Rafiei, Gamal Elkoumy, Wil M. P. van der Aalst
Process mining employs event data extracted from different types of information systems to discover and analyze actual processes. Event data often contain highly sensitive informat…
PC4PM: A Tool for Privacy/Confidentiality Preservation in Process Mining
Majid Rafiei, Alexander Schnitzler, Wil M. P. van der Aalst
Process mining enables business owners to discover and analyze their actual processes using event data that are widely available in information systems. Event data contain detailed…
Privacy and Confidentiality in Process Mining -- Threats and Research Challenges
Gamal Elkoumy, Stephan A. Fahrenkrog-Petersen, Mohammadreza Fani Sani +5
Privacy and confidentiality are very important prerequisites for applying process mining in order to comply with regulations and keep company secrets. This paper provides a foundat…
Privacy-Preserving Continuous Event Data Publishing
Majid Rafiei, Wil M. P. van der Aalst
Process mining enables organizations to discover and analyze their actual processes using event data. Event data can be extracted from any information system supporting operational…
Privacy-Preserving Data Publishing in Process Mining
Majid Rafiei, Wil M. P. van der Aalst
Process mining aims to provide insights into the actual processes based on event data. These data are often recorded by information systems and are widely available. However, they…
Practical Aspect of Privacy-Preserving Data Publishing in Process Mining
Majid Rafiei, Wil M. P. van der Aalst
Process mining techniques such as process discovery and conformance checking provide insights into actual processes by analyzing event data that are widely available in information…