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Papers matching “privacy-preserving data mining” 27

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FedSLIM: Privacy-Preserving Federated MDL-Based Descriptive Pattern Mining Across Data Silos
2026 arXiv (Cornell University) preprint Computer Science Privacy-Preserving Technologies in Data Open access

Samar Samir Khalil, Noha S. Tawfik, Marco René Spruit

0

citations
Practical Aspect of Privacy-Preserving Data Publishing in Process Mining
2020 arXiv (Cornell University) preprint Computer Science Privacy-Preserving Technologies in Data Open access

Majid Rafiei, Wil M. P. van der Aalst

4

citations
Practical Aspect of Privacy-Preserving Data Publishing in Process Mining
2020 arXiv (Cornell University) preprint Computer Science Privacy-Preserving Technologies in Data Open access

Majid Rafiei, Wil M. P. van der Aalst

2

citations
Practical Aspect of Privacy-Preserving Data Publishing in Process Mining.
2020 RWTH Publications (RWTH Aachen) article Computer Science Privacy-Preserving Technologies in Data Open access

Majid Rafiei, Wil M. P. van der Aalst

0

citations
Privacy-Preserving Process Mining in Healthcare
2020 International Journal of Environmental Research and Public Health article Computer Science Privacy-Preserving Technologies in Data Open access

Anastasiia Pika, Moe Thandar Wynn, Stephanus Budiono, Arthur H. M. ter Hofstede, Wil M. P. van der Aalst, Hajo Alexander Reijers

95

citations
Privacy-Preserving Data Publishing in Process Mining
2020 Lecture notes in business information processing conference-paper Computer Science Privacy-Preserving Technologies in Data Open access

Majid Rafiei, Wil M. P. van der Aalst

27

citations
Privacy-Preserving Deep Learning for the Detection of Protected Health Information in Real-World Data: Comparative Evaluation
2020 JMIR Formative Research article Computer Science Privacy-Preserving Technologies in Data Open access

Sven Festag, Cord Spreckelsen

12

citations
Privacy-Preserving Continuous Event Data Publishing
2021 Lecture notes in business information processing conference-paper Computer Science Privacy-Preserving Technologies in Data Open access

Majid Rafiei, Wil M. P. van der Aalst

10

citations
Privacy-Preserving Breadth-First-Search and Maximal Flow
2023 Workshop on Privacy in the Electronic Society conference-paper Computer Science Privacy-Preserving Technologies in Data

Vincent Ehrmanntraut, Ulrike Meyer

0

citations
Group-based privacy preservation techniques for process mining
2021 Data & Knowledge Engineering article Computer Science Privacy-Preserving Technologies in Data Open access

Majid Rafiei, Wil M. P. van der Aalst

48

citations
PC4PM: A Tool for Privacy/Confidentiality Preservation in Process Mining
2021 arXiv (Cornell University) preprint Computer Science Privacy-Preserving Technologies in Data Open access

Majid Rafiei, Alexander Schnitzler, Wil M. P. van der Aalst

3

citations
PC4PM : A Tool for Privacy/Confidentiality Preservation in Process Mining
2021 RWTH Publications (RWTH Aachen) book-chapter Computer Science Privacy-Preserving Technologies in Data Open access

Majid Rafiei, Alexander Schnitzler, Wil M. P. van der Aalst

0

citations
TraVaS: Differentially Private Trace Variant Selection for Process Mining
2023 Lecture notes in business information processing conference-paper Computer Science Privacy-Preserving Technologies in Data Open access

Majid Rafiei, Frederik Wangelik, Wil M. P. van der Aalst

7

citations
TraVaS: Differentially Private Trace Variant Selection for Process Mining
2022 RWTH Publications (RWTH Aachen) conference-paper Computer Science Privacy-Preserving Technologies in Data Open access

Majid Rafiei, Frederik Wangelik, Wil M. P. van der Aalst

1

citations
Privacy and Confidentiality in Process Mining: Threats and Research Challenges
2022 RWTH Publications (RWTH Aachen) article Computer Science Privacy-Preserving Technologies in Data

Gamal Elkoumy, Stephan A. Fahrenkrog-Petersen, Agnes Koschmider, Felix Mannhardt, Saskia Nuñez von Voigt, Majid Rafiei, +1 more

11

citations
Quantifying Temporal Privacy Leakage in Continuous Event Data Publishing
2022 arXiv (Cornell University) preprint Computer Science Privacy-Preserving Technologies in Data Open access

Majid Rafiei, Gamal Elkoumy, Wil M. P. van der Aalst

0

citations
An Abstraction-Based Approach for Privacy-Aware Federated Process Mining
2023 IEEE Access article Computer Science Privacy-Preserving Technologies in Data Open access

Majid Rafiei, Wil M. P. van der Aalst

19

citations
Federated Process Mining: Extending Traditional Process Mining to Meet Confidentiality Requirements
2025 RWTH Publications (RWTH Aachen) conference-paper Computer Science Privacy-Preserving Technologies in Data Open access

0

citations
TLKC-Privacy Model for Process Mining
2020 Lecture notes in business information processing conference-paper Computer Science Privacy-Preserving Technologies in Data

Majid Rafiei, Miriam Wagner, Wil M. P. van der Aalst

29

citations
Towards Quantifying Privacy in Process Mining
2021 Lecture notes in business information processing conference-paper Computer Science Privacy-Preserving Technologies in Data Open access

Majid Rafiei, Wil M. P. van der Aalst

26

citations
Quantifying Temporal Privacy Leakage in Continuous Event Data Publishing
2022 Lecture notes in computer science conference-paper Computer Science Privacy-Preserving Technologies in Data

Majid Rafiei, Gamal Elkoumy, Wil M. P. van der Aalst

5

citations
Differentially Private Event Logs with Case Attributes
2025 Lecture notes in business information processing conference-paper Computer Science Privacy-Preserving Technologies in Data Open access

Hannes Ueck, Robert Andrews, Moe Thandar Wynn, Sander J. J. Leemans

3

citations
TraVaG: Differentially Private Trace Variant Generation Using GANs
2023 arXiv (Cornell University) preprint Computer Science Privacy-Preserving Technologies in Data Open access

Majid Rafiei, Frederik Wangelik, Mahsa Pourbafrani, Wil M. P. van der Aalst

0

citations
Differentially Private Event Logs with Case Attributes
2025 RWTH Publications (RWTH Aachen) book-chapter Computer Science Privacy-Preserving Technologies in Data Open access

Hannes Ueck, Moe Thandar Wynn, Sander J. J. Leemans

0

citations
Releasing differentially private event logs using generative models
2025 Data & Knowledge Engineering article Computer Science Privacy-Preserving Technologies in Data Open access

Frederik Wangelik, Majid Rafiei, Mahsa Pourbafrani, Wil M. P. van der Aalst

4

citations