Abstract: The present invention collects raw packet data related to network traffic flow over the course of time. By combining metadata from the application layer and/or session layer with user and device identity data as well as indicators of a network threat that are received from threat feeds, information concerning pre-existing or post-mortem network incidents may be identified. Based on the nature of a particular network threat and a collective history of network traffic flow over the course of time, analytics may allow for identification of compromised users, files, and network nodes. Such an identification may in turn allow for removal, rehabilitation, or further investigation.