The study presents ATLASv2, an enhanced version of the original ATLAS dataset. The aim is to improve the quality of benign system activity and the integration of attack scenarios. The dataset was generated by two researchers using two Windows VMs as their primary workstations. The researchers conducted attacks in a lab setup, allowing the integration of the attack into the workflow of the victim user. This method provides system logs that mirror the system log activity generated in real-world attacks. The study includes ten different attack scenarios and methods for each one.
Publication date: 3 Oct 2023
Project Page: https://arxiv.org/abs/2401.01341v1
Paper: https://arxiv.org/pdf/2401.01341
