System and method for detecting and evicting malicious vehicles in a vehicle communications network
View Patent ↗In a vehicle communication network, some vehicles may be used by attackers to send false information to other vehicles which may jeopardize the safety of other vehicles. Vehicles should be able to detect malicious communications activities and to mitigate the impact of malicious vehicles by evicting (eliminating) suspected malicious vehicles from the system. Evicting a vehicle is to ignore the messages sent from the vehicle for a specified time period. Voting and sacrifice principles are combined using a mathematical model based on the “Mafia Game”. The Mafia Game model focuses on the relative size of the group of attackers within a neighborhood necessary to dominate the entire network in the neighborhood (i.e., to eventually evict all the innocent vehicles).
1. A method comprising:
selecting, by processor of a detective vehicle, for each sub-period of a predefined time period, a target vehicle from a plurality of vehicles,
wherein the plurality of vehicles and the detective vehicle are within a vehicle-to-vehicle communication range, and
wherein vehicle-to-vehicle communication does not utilize infrastructure network connectivity;
based on the selecting, obtaining, by the processor of the detective vehicle, messages regarding a status of the target vehicle from at least one of: a group of vehicles from the plurality of vehicles, or an infrastructure-based server accessible to the target vehicle via a network connection, wherein the detective vehicle and each vehicle of the plurality of vehicles has a sporadic connection or no connection to the infrastructure-based server;
based on obtaining the messages, determining, by the processor of the detective vehicle, the status of the target vehicle,
wherein the status is one of: malicious or innocent,
wherein a vehicle with a malicious status sends erroneous messages the plurality of vehicles, and
wherein a vehicle with an innocent status sends correct messages to the plurality of vehicles;
based on determining that the status of the target vehicle is innocent, retaining an identifier of the target vehicle on a list comprising identifiers of vehicles determined by the processor of the detective vehicle to have the innocent status; and
based on the predefined time period elapsing, providing, by the processor of the detective vehicle, the list to the vehicles associated with the identifiers on the list.
2. The method of claim, 1 , further comprising:
obtaining, by a processor of a first vehicle of the plurality of vehicles, a message from a second vehicle of the plurality of vehicles, wherein an identifier associated with the first vehicle is on the list, and wherein an identifier associated with the second vehicle is not on the list;
obtaining, by the processor of the first vehicle, the list;
based on the obtaining of the list and the obtaining of the message, selecting, by the processor of a the first vehicle, during a sub-period of a second predefined time period, the second vehicle; and
after obtaining the list, rejecting, by the processor of the first vehicle, further communications sent by the detective vehicle.
3. The method of claim 1 , further comprising:
providing, by the processor of the detective vehicle, a communication to the vehicles associated with the identifiers on the list, wherein the communication comprises identifying the detective vehicle as a detective vehicle.
4. The method of claim 1 , wherein the predefined time period comprises √{square root over ( n R )}sub-periods, wherein R comprises a total number of vehicles of the plurality of vehicles in and η comprises a constant value between 0 and 1, and wherein, for each sub-period, the list is updated by the detective vehicle.
5. The method of claim 1 , further comprising:
prior to the providing, encrypting, by the processor of the detective vehicle, the list, wherein the vehicles associated with the identifiers on the list can decrypt the list with certificates; and
providing, by processor of the detective vehicle, a request to the vehicles associated with the identifiers on the list to reject future communications from the detective vehicle for a specified time period.
6. The method of claim 2 , further comprising:
based on selecting, obtaining, by the processor of the first vehicle, messages regarding a status of the second vehicle from the vehicles associated with the identifiers on the list; and
based on obtaining the messages, determining that the status of the second vehicle is malicious and rejecting future vehicle-to-vehicle communications from the second vehicle for a specified time period; and
notifying, by the processor of the first vehicle, the vehicles associated with the identifiers on the list, that the status of the second vehicle is malicious.