Reputation-based trust determination method
A method for determining, onboard a first mobile entity, a level of trust for a second mobile entity in communication with the first mobile entity, and a communication system implementing the method are described. The method includes determining), by the first mobile entity, direct trust data, calculating an initial reputation indicator based on the direct trust data, including a belief value, a disbelief value, an uncertainty value, and a base trust rate, calculating a confidence level based on the belief value, the base trust rate, and the uncertainty value, and determining an updated reputation indicator based on the initial reputation indicator and the confidence level. The base trust rate is indicative of the trust level for data transmitted from an unknown mobile entity not in contact with the first mobile entity. The updated reputation indicator indicates a level of trust of the first mobile entity in the second mobile entity.
1 . A method for determining, onboard a first mobile entity, a level of trust for a second mobile entity in communication with the first mobile entity, the method comprising:
determining, by the first mobile entity, direct trust data based on a number of positive interactions and negative interactions between the second mobile entity and the first mobile entity;
calculating, by the first mobile entity, an initial reputation indicator based on the direct trust data, wherein the initial reputation indicator includes a belief value, a disbelief value, an uncertainty value, and a base trust rate;
calculating, by the first mobile entity, a confidence level based on the belief value, the base trust rate, and the uncertainty value; and
determining an updated reputation indicator based on the initial reputation indicator and the confidence level;
wherein the base trust rate is indicative of the trust level for data transmitted from an unknown mobile entity that has not been in contact with the first mobile entity in the past;
wherein a positive interaction is an interaction where the data received from the second mobile entity match defined quality criteria;
wherein a negative interaction is an interaction where the data received from the second mobile entity do not match the quality criteria; and
wherein the updated reputation indicator indicates a level of trust of the first mobile entity in the second mobile entity.
2 . The method of claim 1 , wherein the step of calculating the initial reputation indicator further includes calculating the initial reputation indicator based on a summation of indirect trust data with the direct trust data;
wherein the indirect trust data corresponds to a number of positive recommendations and negative recommendations relating to the second mobile entity and received from at least one third mobile entity.
3 . The method of claim 2 , wherein the positive recommendations and the negative recommendations correspond to positive interactions and negative interactions, respectively, that have been determined by the at least one third mobile entity that has interacted with the second mobile entity in the past.
4 . The method of claim 2 , further comprising periodically broadcasting, by the first mobile entity, an interest packet to fetch indirect trust data from the at least one third mobile entity.
5 . The method of claim 1 , wherein the step of determining the updated reputation indicator further includes applying an exponentially weighted moving average function (EWMA) on the initial reputation indicator and the confidence level.
6 . The method of claim 1 , wherein the communication between the mobile entities is based on named data networking (NDN).
7 . The method of claim 1 , wherein the step of determining the updated reputation indicator further comprises including a global reputation score (GRS) received from a ground station.
8 . The method of claim 7 , wherein the GRS is a reputation score determined by the ground station based on trust data received from mobile entities in communication range to the ground station.
9 . The method of claim 7 , wherein the GRS predominates the reputation indicator if the GRS and the updated reputation indicator determined onboard the first mobile entity without the GRS do not match.
10 . The method of claim 7 , further comprising periodically checking for ground stations in communication range with the first mobile entity and, if a ground station is in communication range, broadcasting an interest packet to fetch a global reputation score from said ground station.
11 . The method of claim 1 , wherein each of the mobile entities is an aerial vehicle.
12 . A communication system onboard a first mobile entity, the communication system comprising:
a transceiver, configured to send and receive data messages wirelessly; and
a controller, configured to determine a level of trust for a second mobile entity in communication with the first mobile entity by:
determining direct trust data based on a number of positive interactions and negative interactions between the second mobile entity and the first mobile entity;
calculating an initial reputation indicator based on the direct trust data, wherein the initial reputation indicator includes a belief value, a disbelief value, an uncertainty value, and base trust rate;
calculating a confidence level based on the belief value, the base trust value, and the uncertainty value; and
determining an updated reputation indicator based on the initial reputation indicator and the confidence level;
wherein the base trust rate is indicative of the trust level for data transmitted from an unknown mobile entity that has not been in contact with the first mobile entity in the past;
wherein a positive interaction is an interaction where the data received from the second mobile entity match defined quality criteria;
wherein a negative interaction is an interaction where the data received from the second mobile entity do not match the quality criteria; and
wherein the updated reputation indicator indicates a level of trust of the first mobile entity in the second mobile entity.