A Collection of Datasets and Simulation Frameworks for Industrial Control System Research

This paper documents the release of several testbeds, which model control systems from various critical infrastructure industries. Included with the models is a set of data logs related to normal operations and cyberattacks exploited against these systems. The normal operations for each system were a constrained random set of scenarios that operate the system in normal manual and automated modes as well as attack scenarios. The cyberattacks include reconnaissance, denial-of-service, man-in-the-middle, and injection; some attacks fall under more than one of these categories. Use cases of these testbeds include obtaining datasets to train defensive applications that utilize machine learning.