This project contains two components:
- PDDP: A C# REST server component providing differential privacy guarantees for two common queries on (XES)[http://www.xes-standard.org/openxes/start] event logs.
- PINQ: Privacy Integrated Queries library as released by (Microsoft Research)[https://www.microsoft.com/en-us/research/project/privacy-integrated-queries-pinq/].
The implemented technique is described in our paper:
Mannhardt, F., Koschmider, A., Baracaldo, N. et al. Privacy-Preserving Process Mining - Differential Privacy for Event Logs. Bus Inf Syst Eng (2019). https://doi.org/10.1007/s12599-019-00613-3
An open online version can be accessed here:
Please use the citation above when refering to this software in your work.
You can also use the PDDP implementation through ELPaaS: https://github.com/samadeusfp/ELPaaS