Location-spoofing detection system for a network service

A non-transitory computer readable medium storing instructions that, when executed by one or more processors of a computing system, cause the computing system to:

• communicate, over one or more networks, with computing devices of drivers;
• receive, over the one or more networks, location data from the computing devices, each of the computing devices operating a designated application associated with an application service;
• based at least in part on the location data received from a computing device of a respective driver, execute a location-based feasibility model to determine that one or more anomalous locational attributes are present in the location data of the respective driver, wherein the location-based feasibility model outputs a probability that the computing device of the respective driver is performing location-spoofing;
• and
• based on the probability indicating that the computing device of the respective driver is performing location-spoofing, associate a data set with a driver profile of the respective driver.

A computer-implemented method for managing an application service, the method being performed by one or more processors and comprising:

• communicating, over one or more networks, with computing devices of drivers;
• receiving, over the one or more networks, location data from the computing devices, each of the computing devices operating a designated application associated with an application service;
• based at least in part on the location data received from a computing device of a respective driver, executing a location-based feasibility model to determine that one or more anomalous locational attributes are present in the location data of the respective driver, wherein the location-based feasibility model outputs a probability that the computing device of the respective driver is performing location-spoofing;
• and
• based on the probability indicating that the computing device of the respective driver is performing location-spoofing, associating a data set with a driver profile of the respective driver.