PALSYN - Evaluation Result and Models

This repository contains comprehensive evaluation results for the Private Autoregressive Log Synthesizer (PALSYN), a novel approach for generating synthetic event logs with differential privacy guarantees.

Contents

• Descriptive statistics comparing original and synthetic event logs
• Generated synthetic event logs with varying privacy parameters
• Process models extracted from both original and synthetic data
• Process mining utility measurements across multiple dimension

These evaluation materials complement the PALSYN implementation available at https://github.com/martinkuhn94/PALSYN.