CrySyS dataset of CAN traffic logs containing fabrication and masquerade attacks

Our paper introducing a new CAN dataset is now available in Nature: Scientific Data.

The dataset contains 26 recordings of benign network traffic, amounting to more than 2.5 hours of traffic. We performed two attacks (injection and modification) with different configurations multiple times on each benign trace to create a comprehensive set of traffic logs. The dataset structure was explicitly designed with machine learning applications in mind.

Despite their known security shortcomings, Controller Area Networks are widely used …

attacks can data dataset fabrication injection logs malware analysis modification nature network network traffic recordings scientific trace traffic