Privacy-Preserving Process Mining with PM4Py (Extended Abstract).
Henrik KirchmannStephan A. Fahrenkrog-PetersenMartin KabierskiHan van der AaMatthias WeidlichPublished in: ICPM Doctoral Consortium / Demo (2022)
Keyphrases
- extended abstract
- privacy preserving
- process mining
- process model
- event logs
- business process
- privacy preserving data mining
- business processes
- vertically partitioned data
- privacy preservation
- formal concept analysis
- data privacy
- multi party
- sensitive information
- privacy protection
- privacy sensitive
- differential privacy
- private information
- privacy guarantees
- databases
- preserving privacy
- horizontally partitioned data
- privacy issues
- private data
- sensitive data
- secure multiparty computation
- data publishing
- user privacy
- data perturbation
- privacy concerns