Methods are described herein useful for detecting spoofing by wireless access devices. In some embodiments, spoofing can be detected based on locations for a wireless access device having an identifier at first and second times. The locations are compared to determine whether the wireless access device could access the particular network at the locations in the time period between the first and second times. In several embodiments, spoofing can be detected by tracking the activity of wireless access devices and identifying events that that are prohibited by one or more policy elements of the particular network.