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2021-12-21
Maliszewski, Michal, Boryczka, Urszula.  2021.  Using MajorClust Algorithm for Sandbox-Based ATM Security. 2021 IEEE Congress on Evolutionary Computation (CEC). :1054–1061.
Automated teller machines are affected by two kinds of attacks: physical and logical. It is common for most banks to look for zero-day protection for their devices. The most secure solutions available are based on complex security policies that are extremely hard to configure. The goal of this article is to present a concept of using the modified MajorClust algorithm for generating a sandbox-based security policy based on ATM usage data. The results obtained from the research prove the effectiveness of the used techniques and confirm that it is possible to create a division into sandboxes in an automated way.