Accelerated Network Technologies

Technology / Anomaly Detection Experiments

Author: Václav Bartoš, Martin Žádník ()
Update: 20.6.2012

Framework for Network Anomaly Detection EXperiments (NADEX) includes various scripts and functions that allows to build various anomaly detection algorithms efficiently.

Download technical report describing NADEX.

Download a package with the framework:

Download a data set collected at Brno University of Technology network

List of Publications

  • Bartoš, V., Žádník, M.: Framework for comparison of network anomaly detection algorithms, FIT-TR-2012-02, Brno, CZ, FIT VUT, 2012, s. 17

  • Network Anomaly Detection: Comparison and Real-time Issues, In: Dependable Networks and Services, Heidelberg, DE, Springer, 2012, s. 1-4, ISBN 978-3-642-30632-7

  • Bartoš, V., Žádník, M.: Hardware precomputation of entropy for anomaly detection, In: Proceedings of the 7th ACM/IEEE Symposium on Architectures for Networking and Communications Systems, New York, US, IEEE CS, 2011, s. 219-220, ISBN 978-0-7695-4521-9

  • Grégr, M., Podermański, T., Šoltés, M., Žádník, M.: Design of Data Retention System in IPv6 network, FIT-TR-2011-07, Brno, CZ, FIT VUT, 2011, s. 20

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