The collaborative IDS method is a combination of host-based IDS and network-based IDS. It empowers the vehicles for knowledge sharing and computational resource allocation and mitigates the limitations associated with conventional single IDS models. The main components of collaborative IDS are monitoring units, correlation and aggregation units, and data distribution units. Security and privacy are the major concerns in collaborative IDS models.