Vehicle cloning determination using geo-location disparity

A computer system, comprising:

• a processor set;
• one or more computer-readable storage media;
• and
• program instructions stored on the one or more computer-readable storage media, the program instructions executable by the processor set to cause the processor set to:
• determine a match between a first number plate of at least one first vehicle and a second number plate of at least one second vehicle;
• determine a geo-location disparity factor between the at least one first vehicle and the at least one second vehicle based on the determined match, vehicle information of the at least one first vehicle and the at least one second vehicle, timestamp data of the at least one first vehicle and the at least one second vehicle at one or more positions, and location coordinates of the one or more positions;
• determine a confidence score for the geo-location disparity factor based on at least one of the vehicle information, the timestamp data, or the location coordinates;
• compare the confidence score with a threshold disparity score;
• obtain an outcome of the comparison of the confidence score with the threshold disparity score;
• determine that the confidence score indicates vehicle cloning of one of the at least one first vehicle or the at least one second vehicle based on the outcome;
• classify one of the at least one first vehicle or the at least one second vehicle as a cloned vehicle using the vehicle information and vehicle record data based on the determination that the confidence score indicates the vehicle cloning;
• and
• output one or more classification alerts indicating that one of the at least one first vehicle or the at least one second vehicle is classified as the cloned vehicle.

A computer-program product for vehicle cloning determination, the computer-program product comprising:

• one or more computer-readable storage media;
• and
• program instructions stored on the one or more computer-readable storage media to perform operations comprising:
• determining a match between a first number plate of at least one first vehicle and a second number plate of at least one second vehicle;
• determining a geo-location disparity factor between the at least one first vehicle and the at least one second vehicle based on the determined match, vehicle information of the at least one first vehicle and the at least one second vehicle, timestamp data of the at least one first vehicle and the at least one second vehicle at one or more positions, and location coordinates of the one or more positions;
• determining a confidence score for the geo-location disparity factor based on at least one of the vehicle information, the timestamp data, or the location coordinates;
• comparing the confidence score with a threshold disparity score;
• obtaining an outcome of the comparison of the confidence score with the threshold disparity score;
• determining that the confidence score indicates vehicle cloning of one of the at least one first vehicle or the at least one second vehicle based on the outcome;
• and
• outputting at least one alert based on the determination that the confidence score is indicative of vehicle cloning of one of the at least one first vehicle or the at least one second vehicle.