Geodesic
DDoS attack detection using fuzzy neural network
Izvestiya of Saratov University. Mathematics. Mechanics. Informatics, Tome 9 (2009) no. 3, pp. 84-89 Cet article a éte moissonné depuis la source Math-Net.Ru

Voir la notice de l'article

In this article we analyze SYN Flood type of DDoS attack. We suggest method to detect this attack using a fuzzy neural network. Also we introduce modified back-propagation algorithm for neural network teaching. 
@article{ISU_2009_9_3_a15,
     author = {I. I. Slepovichev and P. V. Irmatov and M. S. Komarova and A. A. Bezhin},
     title = {DDoS attack detection using fuzzy neural network},
     journal = {Izvestiya of Saratov University. Mathematics. Mechanics. Informatics},
     pages = {84--89},
     year = {2009},
     volume = {9},
     number = {3},
     language = {ru},
     url = {http://geodesic.mathdoc.fr/item/ISU_2009_9_3_a15/}
}
TY  - JOUR
AU  - I. I. Slepovichev
AU  - P. V. Irmatov
AU  - M. S. Komarova
AU  - A. A. Bezhin
TI  - DDoS attack detection using fuzzy neural network
JO  - Izvestiya of Saratov University. Mathematics. Mechanics. Informatics
PY  - 2009
SP  - 84
EP  - 89
VL  - 9
IS  - 3
UR  - http://geodesic.mathdoc.fr/item/ISU_2009_9_3_a15/
LA  - ru
ID  - ISU_2009_9_3_a15
ER  - 
%0 Journal Article
%A I. I. Slepovichev
%A P. V. Irmatov
%A M. S. Komarova
%A A. A. Bezhin
%T DDoS attack detection using fuzzy neural network
%J Izvestiya of Saratov University. Mathematics. Mechanics. Informatics
%D 2009
%P 84-89
%V 9
%N 3
%U http://geodesic.mathdoc.fr/item/ISU_2009_9_3_a15/
%G ru
%F ISU_2009_9_3_a15
I. I. Slepovichev; P. V. Irmatov; M. S. Komarova; A. A. Bezhin. DDoS attack detection using fuzzy neural network. Izvestiya of Saratov University. Mathematics. Mechanics. Informatics, Tome 9 (2009) no. 3, pp. 84-89. http://geodesic.mathdoc.fr/item/ISU_2009_9_3_a15/

[1] Paxson V., “Bro: A System for Detecting Network Intruders in Real-Time”, Computer Networks, 31 (1999), 2435–2463 | DOI

[2] SoftPerfect Network Protocol Analyzer – Network sniffer for Windows http://www.softperfect.com/ products/networksniffer/

[3] Kruglov V. V., Dli M. I., Golunov R. Yu., Nechetkaya logika i iskusstvennye neironnye seti, M., 2001, 224 pp.

[4] Rutkovskaya D., Pilinskii M., Rutkovskii L., Neironnye seti, geneticheskie algoritmy i nechetkie sistemy, M., 2006, 452 pp.

[5] Rumelhart D. E., Hinton G. E., Williams R. J., “Learning internal representations by error propagation”, Parallel Data Processing, 1 (1986), 318–362