Systems and methods for asset fingerprinting can include probing, by one or more processors, each of a plurality of assets associated with a computer environment, and receiving, responsive to the probe, parameters for the plurality of assets. The one or more processors can cluster, using the parameters, each of the plurality of assets into respective cluster of a plurality of clusters of assets. The one or more processors can determine a profile of a cluster of the plurality of clusters. The profile can define one or more common features of assets of the cluster. The one or more processors can assign the profile of the cluster an unidentified asset of the cluster.