Modeling Network Traffic with Relational Features: If you tap the wires of a computer network, you will be splashed by a flood a 0‘s and 1‘s. Can you make sense of it to see what goes on on the net and who talks to whom? Can you spot cyber-attacks from such data? And can a computer do that? We employ machine-learning and data-mining techniques to this end.