CrySyS dataset of CAN traffic logs containing fabrication and masquerade attacks

A novel CAN dataset specifically collected and generated to support the development of machine learning based anomaly detection systems. Our dataset contains 26 recordings of benign network traffic, amounting to more than 2.5 hours of traffic. We performed two types of attack (fabrication and masquerade) on the benign data to create an attacked dataset representing most of the attacks previously proposed in the academic literature.