F-transform, Network attack, Attack detection,

We solve the problem of network attack detection and classification. We discuss the way of generation and simulation of an artificial network traffic data. We propose an efficient algorithm for data classification that is based on the Ftransform technique. The algorithm successfully passed all tests and moreover, it showed ability to perform classification in an on-line regime.