Abstract
This document describes a dataset with diverse types of Denial of Service (DoS) attacks and Man-in-the-Middle (MiTM) attacks. The data is available at the following DOI 10.21227/mewp-g646. This document describes the data collection process and provides useful information on how data can be employed to devise models for cybersecurity in critical infrastructures using Programmable Logic Controllers (PLCs)