Systems and methods to generate a device composite fingerprint associated with a computing device are described. In one embodiment, communication data associated with the computing device is accessed. The communication data includes device identification data, device group data, and device operational data. A device identity fingerprint associated with the computing device is generated using the device identification data. A device group fingerprint associated with the computing device is generated using the device group data. A device operational fingerprint associated with the computing device is generated using the device operational data. The device identity fingerprint, the device group fingerprint, and the device operational fingerprint are combined to generate a device composite fingerprint.