Privacy and confidentiality in process mining: Threats and research challenges G Elkoumy, SA Fahrenkrog-Petersen, MF Sani, A Koschmider, ... ACM Transactions on Management Information System (TMIS) 13 (1), 1-17, 2021 | 66 | 2021 |
Secure Multi-Party Computation for Inter-Organizational Process Mining G Elkoumy, SA Fahrenkrog-Petersen, M Dumas, P Laud, A Pankova, ... Enterprise, Business-Process and Information Systems Modeling: 21st …, 2020 | 48 | 2020 |
Mine Me but Don't Single Me Out: Differentially Private Event Logs for Process Mining G Elkoumy, A Pankova, M Dumas 2021 3rd International Conference on Process Mining (ICPM), 80-87, 2021 | 29 | 2021 |
Shareprom: A Tool for Privacy-Preserving Inter-Organizational Process Mining. G Elkoumy, SA Fahrenkrog-Petersen, M Dumas, P Laud, A Pankova, ... BPM (PhD/Demos) 2673, 72-76, 2020 | 28 | 2020 |
Differentially Private Release of Event Logs for Process Mining G Elkoumy, A Pankova, M Dumas Information Systems, 102161, 2022 | 10 | 2022 |
Privacy-preserving directly-follows graphs: Balancing risk and utility in process mining G Elkoumy, A Pankova, M Dumas arXiv preprint arXiv:2012.01119, 2020 | 9 | 2020 |
A stacked generalization method for disease progression prediction G Elkomy, ES Sallam, S Elgokhy 2017 13th International Computer Engineering Conference (ICENCO), 106-111, 2017 | 8 | 2017 |
Libra: High-utility anonymization of event logs for process mining via subsampling G Elkoumy, M Dumas 2022 4th International Conference on Process Mining (ICPM), 144-151, 2022 | 7 | 2022 |
Quantifying temporal privacy leakage in continuous event data publishing M Rafiei, G Elkoumy, WMP van der Aalst International Conference on Cooperative Information Systems, 75-94, 2022 | 7 | 2022 |
Amun: A tool for differentially private release of event logs for process mining G Elkoumy, A Pankova, M Dumas ICPM Doctoral Consortium/Demo, 56-60, 2022 | 1 | 2022 |
Utility-aware event log anonymization for privacy-preserving process mining G Elkoumy, A Pankova, M Dumas De Gruyter, 2021 | 1 | 2021 |