PRETSA: Event Log Sanitization for Privacy-aware Process Discovery SA Fahrenkrog-Petersen, H van der Aa, M Weidlich International Conference on Process Mining, 2019 | 53 | 2019 |
Fire now, fire later: alarm-based systems for prescriptive process monitoring SA Fahrenkrog-Petersen, N Tax, I Teinemaa, M Dumas, M Leoni, ... Knowledge and Information Systems 64 (2), 559-587, 2022 | 52 | 2022 |
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 | 40 | 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 | 36 | 2020 |
PRIPEL: privacy-preserving event log publishing including contextual information SA Fahrenkrog-Petersen, H van der Aa, M Weidlich Business Process Management: 18th International Conference, BPM 2020 …, 2020 | 34 | 2020 |
Quantifying the re-identification risk of event logs for process mining: Empiricial evaluation paper S Nuñez von Voigt, SA Fahrenkrog-Petersen, D Janssen, A Koschmider, ... Advanced Information Systems Engineering: 32nd International Conference …, 2020 | 33 | 2020 |
ELPaaS: Event Log Privacy as a Service M Bauer, SA Fahrenkrog-Petersen, A Koschmider, F Mannhardt, ... International Conference on Business Process Management (Demos), 2019 | 23 | 2019 |
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 | 22 | 2020 |
Providing Privacy Guarantees in Process Mining SA Fahrenkrog-Petersen CAiSE Doctoral Consortium, 2019 | 17 | 2019 |
SaCoFa: Semantics-aware Control-flow Anonymization for Process Mining SA Fahrenkrog-Petersen, M Kabierski, F Rösel, H van der Aa, M Weidlich 2021 3rd International Conference on Process Mining (ICPM), 72-79, 2021 | 14 | 2021 |
Privacy-aware process performance indicators: Framework and release mechanisms M Kabierski, SA Fahrenkrog-Petersen, M Weidlich International Conference on Advanced Information Systems Engineering, 19-36, 2021 | 12 | 2021 |
A distance measure for privacy-preserving process mining based on feature learning F Rösel, SA Fahrenkog-Petersen, H van der Aa, M Weidlich International Conference on Business Process Management, 73-85, 2021 | 6 | 2021 |
Semantics-aware mechanisms for control-flow anonymization in process mining SA Fahrenkrog-Petersen, M Kabierski, H van der Aa, M Weidlich Information Systems 114, 102169, 2023 | 4 | 2023 |
Optimal event log sanitization for privacy-preserving process mining SA Fahrenkrog-Petersen, H van der Aa, M Weidlich Data & Knowledge Engineering 145, 102175, 2023 | 2 | 2023 |
Hiding in the forest: Privacy-preserving process performance indicators M Kabierski, SA Fahrenkrog-Petersen, M Weidlich Information Systems 112, 102127, 2023 | 2 | 2023 |
Privacy-Preserving Process Mining with PM4Py H Kirchmann, SA Fahrenkrog-Petersen, M Kabierski, H van der Aa, ... | 1 | 2022 |
Anonymization Techniques for Privacy-preserving Process Mining SA Fahrenkrog-Petersen Humboldt-Universität zu Berlin, 2023 | | 2023 |
PMDG: Privacy for Multi-perspective Process Mining Through Data Generalization R Hildebrant, SA Fahrenkrog-Petersen, M Weidlich, S Ren International Conference on Advanced Information Systems Engineering, 506-521, 2023 | | 2023 |
Privacy Attacks on Schedule-Driven Data SA Fahrenkrog-Petersen, A Senderovich, A Tichauer, AK Tutak, JC Beck, ... | | 2023 |
PaPPI: Privacy-aware Process Performance Indicators M Kabierski, SA Fahrenkrog-Petersen, G Dittmann, M Weidlich | | 2022 |