This project is carried out by Case New Holland. The project is about increasing the security in their agricultural equipment. Automotives use Controller Area Network (CAN) buses for the internal communication between Electronic Controller Units (ECU). These systems are built to be efficient and robust, at a cost of the security. 

CAN buses are vulnerable to attacks, that is why we are creating an Intrusion Detection System (IDE). With this IDE, the driver of the automotive will be notified if someone is trying to carry out an attack on the vehicle.

The IDE will be created and trained using ML algorithms to differ normal messages from malignant messages on the CAN bus. Also, the DBC files from the CAN buses will be used to create an authorization system of each message identifier.