Generation of behavior profiling reports is provided for enterprise server devices in a network of enterprise server devices, as well as generation and association of severity scores for behavior profiling reports generated for enterprise server devices included in the network of enterprise server devices. A method can comprise receiving historical security event data representing historical security events of a first device and owner data representing an owner of the first device, and, as a function of the historical security event data and the owner data, an anomalous contact established between the first device and the second device can be identified. Further, in response to identifying the existence of the anomalous contact, the second device can be depicted on a connected graph of anomalous contacts established by the first device.