Network Attack Detection and Classification by the F-transform

2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) 2015
Petr Hurtik, Petra Hodakova, Irina Perfilieva, Mārtiņš Liberts, Jūlija Asmuss

IWe 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.

Atslēgas vārdi
computer network security; traffic classification; F-transform
DOI
10.1109/FUZZ-IEEE.2015.7337991

Hurtik, P., Hodakova, P., Perfilieva, I., Liberts, M., Asmuss, J. Network Attack Detection and Classification by the F-transform. No: 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Turcija, Istanbul, 2.-5. augusts, 2015. Piscataway, NJ: IEEE, 2015, 1389.-1394.lpp. ISBN 978-1-4673-7428-6. e-ISBN 978-1-4673-7429-3. Pieejams: doi:10.1109/FUZZ-IEEE.2015.7337991

Publikācijas valoda
English (en)