Process Mining

This project is focused on process mining in the cybersecurity domain. On this page, you can find submitted and published papers and their datasets.

Research Topics

• Insider threat detection and mitigation
• Unintentional perpetrator attack vector identification
• Cybersecurity training analysis

Publications and Datasets

1. MACÁK, Martin, Agáta Kružíková, Lukáš Daubner, and Barbora Bühnová. Simulation Games Platform for Unintentional Perpetrator Attack Vector Identification. In The 1st International Workshop on Engineering and Cybersecurity of Critical Systems (EnCyCriS).
2. MACÁK, Martin, Radek Ošlejšek, and Barbora Bühnová. Cybersecurity Training Analysis using Process Mining (dataset publicly available here).
3. MACÁK, Martin, Ivan Vanát, Michal Merjavý, Tomáš Jevočin, Barbora Bühnová. Towards Process Mining Utilization in Insider Threat Detection from Audit Logs (dataset publicly available ​here).​