Abstract: Malicious attacks have become increasingly common in all organizations and systems. The continued evolution of such software aims to extract information from diverse systems. Therefore, the objective of this study is to introduce another approach to analyze some network attacks, within a virtual infrastructure, through multi-vendor network emulation software (Emulated Virtual Environment–Next Generation - EVE-NG). Basically, through emulated resources, the aim is to implement a complex network, which also includes a Security Information and Event Management System (SIEM), which can detect some attacks, both from the network area (carried out by malicious attackers) and through malicious files (from the public resources area), that are accidentally or intentionally downloaded by certain users. Within this environment, various scenarios can be implemented to simulate the real production environment, in order to test network vulnerabilities, but also to improve some methods for learning network attack and defense modes. In the experiments performed, the SIEM system detected most of the simulated attacks, but failed to distinguish between the displayed alarms so that the alerts could indicate the type of attack. Thus, the potential of EVE-NG for simulating and analyzing the behavior of malware is demonstrated.

Maria-Madalina Andronache, Alexandru Vulpe and Corneliu Burileanu. “Modeling and Analyzing Malware Behavior in Virtual Networks Using EVE-NG”. International Journal of Advanced Computer Science and Applications (IJACSA) 16.10 (2025). http://dx.doi.org/10.14569/IJACSA.2025.0161033

@article{Andronache2025,
title = {Modeling and Analyzing Malware Behavior in Virtual Networks Using EVE-NG},
journal = {International Journal of Advanced Computer Science and Applications},
doi = {10.14569/IJACSA.2025.0161033},
url = {http://dx.doi.org/10.14569/IJACSA.2025.0161033},
year = {2025},
publisher = {The Science and Information Organization},
volume = {16},
number = {10},
author = {Maria-Madalina Andronache and Alexandru Vulpe and Corneliu Burileanu}
}