This report describes a Wireless Intrustion Detection (WIND) system that utilized physical layer features, derived from individual radio frequency packets, to identify network intrustions. The features considered include those intrinsic to the packet source, as well as those related to the propagation path between the source and a network access point. It is shown that the statistics of a set of packet features can be used to fingerprint each packet ...