Privacy-Preserving Directly-Follows Graphs: Balancing Risk and Utility in Process Mining.
Gamal ElkoumyAlisa PankovaMarlon DumasPublished in: CoRR (2020)
Keyphrases
- privacy preserving
- process mining
- differential privacy
- process model
- privacy requirements
- event logs
- privacy preserving data mining
- vertically partitioned data
- business process
- privacy preservation
- data anonymization
- multi party
- privacy protection
- data privacy
- business processes
- formal concept analysis
- record linkage
- private data
- sensitive information
- preserving privacy
- scalar product
- privacy concerns
- privacy sensitive
- data publishing
- privacy guarantees
- naive bayesian classification
- horizontally partitioned data
- private information
- secure multiparty computation
- sensitive data
- feature space
- partitioned data
- petri net