Network Attack Detection And Classification By The F-Transform

Petr Hurtik,Petra Hodakova,Irina Perfilieva, Martins Liberts,Julija Asmuss

2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)（2015）

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摘要

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.

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关键词

network attack detection,network attack classification,artificial network traffic data generation,artificial network traffic data simulation,data classification,F-transform technique,DDoS detection,distributed denial-of-service attack

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