Title :
Network attack detection and classification by the F-transform
Author :
Petr Hurtik;Petra Hodakova;Irina Perfilieva;Mārtiņš Liberts;Jūlija Asmuss
Author_Institution :
Institute for Research and Applications of Fuzzy Modeling, University of Ostrava, Czech Republic
Abstract :
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 F-transform technique. The algorithm successfully passed all tests and moreover, it showed ability to perform classification in an on-line regime.
Keywords :
"Time series analysis","Polynomials","Mathematical model","Computer crime","Databases","Transforms","Monitoring"
Conference_Titel :
Fuzzy Systems (FUZZ-IEEE), 2015 IEEE International Conference on
DOI :
10.1109/FUZZ-IEEE.2015.7337991