Privacy-Preserving Continuous Event Data Publishing
Project description
Introduction
This project implements "Privacy-Preserving Continuous Event Data Publishing".
Python package
The implementation has been published as a standard Python package. Use the following command to install the corresponding Python package:
pip install pp-cedp
Usage
from pp_cedp.CEDP import CEDP
if __name__ == '__main__':
log_name1 = "./event_logs/EL1_minutes_4_5_1_sequence.xes"
log_name2 = "./event_logs/EL2_minutes_4_5_1_sequence.xes"
event_attributes = ['concept:name']
sensitive = ['Diagnose']
life_cycle = ['complete', '', 'COMPLETE']
all_life_cycle = True #True will ignore the transitions specified in life_cycle
time_accuracy = "original" # original, seconds, minutes, hours, days
bk_length = 1
n = 1
cedp = CEDP()
R1_KA, R2_KA, FA, CA, BA = cedp.calc_FCB_anonymity(log_name1, log_name2, event_attributes, life_cycle, all_life_cycle, sensitive, time_accuracy, n, bk_length)
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