A neural network application for attack detection in computer networks

IEEE International Conference on Neural Networks - Conference Proceedings

Volumn 2, Issue , 2004, Pages 1569-1574

  De Sá Silva, Lília ^a   Ferrari Dos Santos, Adriana C ^a   Da Silva, José Demisio S ^a   Montes, Antonio ^a  

^a INSTITUTO NACIONAL DE PESQUISAS ESPACIAIS   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; BACKPROPAGATION; CLASSIFICATION (OF INFORMATION); COMPUTATIONAL METHODS; COMPUTER SIMULATION; MULTILAYER NEURAL NETWORKS; NETWORK PROTOCOLS; SELF ORGANIZING MAPS;

ATTACK DETECTION; DATA CLASSIFICATION; HAMMING NETWORKS; INTRUSION DETECTION;

COMPUTER NETWORKS;

EID: 10944244572     PISSN: 10987576     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. NORTHCUTT, S. Desvendando Segurança em Redes. Rio de Janeiro: Editora Campus, 2002. ISBN 85-3562-1123-3.
2. NORTHCUTT, S. Network Intrusion Detection. 3.ed. New York: New Riders Publishing. 2002. ISBN 0-73571-265-4.
3. FAUSSET, L. Fundamentals of Neural Networks: architectures, algorithms, and applications. New York: Prentice Hall, 1994. ISBN 0-13-334186-0.
4. SIMON, H. Redes Neurais - Princípios e Prática. 2.ed. Porto Alegre: Bookman, 2001. ISBN: 85-7307-718-2.
5. HUNG, C.; LIN, S. Adaptative Hamming Net: A Fast-Learning ART1 Model without Searching. Neural Networks, v.8, n. 4. p. 605-618, 1995.
6. LIPPMANN, R. P. An Introduction to Computing with Neural Nets. IEEE ASSP Magazine, v. 4, p.4-22. abr. 1987.
7. Downs, T. COMP3700 Machine Learning - 3E381 Neural Computing Lecture 8 Unsupervised Learning. Austrália, July, 2002. Available in: http://www.itee.uq.edu.au/~comp3700/lectures/lecture8.pdf Accessed in: 24 nov. 2003.
8. HOFMEYR, S.A.; FORREST, S.; SOMAYAJI, A. Intrusion detection using sequences of system calls. Journal of Computer Security, v.6, p.151-180. 1998.
9. RUSSEL, S.; NORVIG, P. Artificial Intelligence: A Modern Approach. New York: Prentice Hall, 1995. ISBN: 0-13-103805-2.
10. Index of /claremont/keller, 11 dec. 1997. Available in:. Accessed in: 12 nov. 2003.
11. MORAES, C. R. Estrutura de Dados e Algoritmos: Uma abordagem Didática. São Paulo: Editora Berkeley, 2001. ISBN 85-7251-585-2.