Traffic Analysis Based Identification of Attacks
"In this paper, the authors devoted to the problem of identification of network attacks via traffic analysis. Neural networks are chosen by them due to their capability to recognize an attack, to differentiate one attack from another, i.e. classify attacks, and, most important, to detect new attacks that were not included into the training set. Performed experiments demonstrate the advantage of their intrusion detection system compared to those created by the winner of the KDD cup the leading data mining and knowledge discovery competition in the world."