The CAV may include one or more sensors, a communications interface, a driving control configured to be activated to cause a change in the operation of the CAV, and a processing unit communicatively coupled with the one or more sensors, the communications interface, and the driving control. The processing unit may be configured to cause the CAV to: obtain vehicle data regarding a vehicle using the one or more sensors; obtain, using the vehicle data, risk data via the communications interface, the risk data being indicative of a likelihood of an accident caused by the vehicle; determine a risk value based on the risk data regarding the vehicle, the risk value being indicative of a likelihood that the CAV may be involved in an accident; and responsive to determining the risk value is above a threshold level, activate the driving control to modify the operation of the CAV.