Example embodiments disclosed herein relate to determining whether a device exhibits anomalous behavior based on a set of rules, address usage information, and address range information. Address usage information for a device communicating on a data plane of a network implemented using switches is received via a control plane. Address range information for the network is maintained. Whether the device exhibits anomalous behavior is determined based on the set of rules, address usage information, and address range information.