SNORT AD
The project has been ended. You can find some of our texts about it below.
Skowroński M., Wężyk R. : Systemy Detekcji intruzów i aktywnej odpowiedzi, Master thesis supervised by Maciej Szmit, Technical University of Lodz (in Polish), Łódź 2006
DownloadSzmit M., Wężyk R., Skowroński M., Szmit A. : Traffic Anomaly Detection with Snort [in:] Information Systems Architecture and Technology. Information Systems and Computer Communication Networks, Wydawnictwo Politechniki Wrocławskiej, Wrocław 2007, pp. 181-187; ISBN 978-83-7493-348-3
DownloadSzmit M., Szmit A. : Usage of Modified Holt-Winters Method in The Anomaly Detection of Network Traffic. Case Studies. [in:] Journal of Computer Networks and Communications, vol. 2012, DOI: 10.1155/2012/192913
DownloadSzmit M., Adamus S., Bugała S., Szmit A. : Anomaly Detection 3.0 for Snort, SECURITATEA INFORMAŢIONALĂ 2012, pp. 37-41
DownloadRoman Jašek, Anna Szmit, Maciej Szmit: Usage of Modern Exponential-Smoothing Models in Network Traffic Modelling, Advances in Intelligent Systems and Computing Volume 210, 2013, pp. 435-444 (Nostradamus 2013: Prediction, Modeling and Analysis of Complex Systems), DOI:978-3-319-00542-3_43
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Comparation of fit (MAE/M) of all investigated models can be found here