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Privacy-Preserving Process Mining with PM4Py

Reference

Kirchmann, H., Fahrenkrog-Petersen, S. A., Kabierski, M., van der Aa, H., & Weidlich, M. (2022). Privacy-Preserving Process Mining with PM4Py. Paper presented at the Doctoral Consortium and the Tool Demonstration Track of the 4th International Conference on Process Mining, ICPM-D 2022, Bozen, Italien.

Publication Type

Paper in Conference Proceedings

Privacy and Confidentiality in Process Mining: Threats and Research Challenges

Reference

Elkoumy, G., Fahrenkrog-Petersen, S. A., Fani Sani, M., Koschmider, A., Mannhardt, F., von Voigt, S. N., Rafiei, M., & von Waldthausen, L. (2022). Privacy and Confidentiality in Process Mining: Threats and Research Challenges. ACM Transactions on Management Information Systems, 13(1), 1-17.

Publication Type

Article in Scientific Journal

Fire now, fire later: alarm-based systems for prescriptive process monitoring

Reference

Fahrenkrog-Petersen, S. A., Tax, N., Teinemaa, I., Dumas, M., de Leoni, M., Maggi, F. M., & Weidlich, M. (2022). Fire now, fire later: alarm-based systems for prescriptive process monitoring. Knowledge and Information Systems, 64, 559-587.

Publication Type

Article in Scientific Journal

PMDG: Privacy for Multi-perspective Process Mining Through Data Generalization

Reference

Hildebrant, R., Fahrenkrog-Petersen, S. A., Weidlich, M., & Ren, S. (2023). PMDG: Privacy for Multi-perspective Process Mining Through Data Generalization. Paper presented at the 35th International Conference on Advanced Information Systems Engineering (CAiSE 2023), Zaragoza, Spain.

Publication Type

Paper in Conference Proceedings

Privacy Attacks on Schedule-Driven Data

Reference

Fahrenkrog-Petersen, S. A., Senderovich, A., Tichauer, A., Tutak, A. K., Beck, J. C., & Weidlich, M. (2023). Privacy Attacks on Schedule-Driven Data. Paper presented at the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI-23), Washington, DC, USA.

Publication Type

Paper in Conference Proceedings

Semantics-aware mechanisms for control-flow anonymization in process mining

Hiding in the forest: Privacy-preserving process performance indicators

Unraveling the Never-Ending Story of Lifecycles and Vitalizing Processes

Reference

Fahrenkrog-Petersen, S. A., Bala, S., Pufahl, L., & Mendling, J. (2024). Unraveling the Never-Ending Story of Lifecycles and Vitalizing Processes. Paper presented at the Enterprise Design, Operations, and Computing. EDOC 2024 Workshops, Vienna, Austria.

Publication Type

Paper in Conference Proceedings

Proceedings of the 14th International Workshop on Enterprise Modeling and Information Systems Architecture

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