@phdthesis{phdthesis,
  author = {Pawel Foremski},
  title = {Statistical, real-time classification of IP traffic in Linux operating system},
  abstract = {The thesis introduces a practical system for statistical classification of IP traffic. Two novel algorithms are applied and extended. They are based on feature vector classification using SVM. A software library written in C language is presented. Resultant system can monitor network interfaces in realtime and read off-line packet trace files. Simultaneous classification, system training, and performance evaluation is possible. The system yields very good results, in terms of quality and packet processing speed, achieving \%TP>97 and \%FP=0 on average.},
  year = {2011},
  publisher = {Politechnika {\'S}l{\k a}ska},
  language = {eng},
}