COMISET is a dataset of security events generated by Microsoft Windows systems in two scenarios: LAB a laboratory emulating the infrastructure of a small company, and REAL a computer network commonly used by students at Comillas University. In the laboratory environment, several attacks were executed involving a variety of techniques and tactics commonly used by the adversaries. The monitoring system was implemented to capture the events and label them according to the MITRE ATT&CK matrix.