Managing network communications is provided. An indication that a network device has been added to a local network is received. In response to receiving the indication that the network device been added to the local network, metrics corresponding to the network device added to the local network are detected. A device fingerprint corresponding to the network device added to the local network is generated based on the detected metrics.