1. A method of sharing device behavior information anonymously, comprising: anonymizing, by a processor of a first device, a device behavior vector to remove user-identifying information to generate an anonymized device behavior vector in response to detecting anomalous behavior; and transmitting, by a transceiver of the first device, the anonymized device behavior vector over a network to a remote server.