IP Addresses have long been used in device fingerprinting solutions, but their utility has been hit-and-miss due to differences in how groups of IP addresses are managed. As a result, solutions relying on the IP address for device identification generally experience high false positive rates; this is especially true in cases where the same IP address has been issued to different end users over time.

Based on data iovation has collected from performing over two billion device identification requests, we’ve developed techniques to more accurately assess the relevance of an IP address in identifying and re-recognizing a device. This allows us to use IP address as a factor, when appropriate, and ignore it when not. (more…)