A Hybrid IDS Architecture Based on the Immune System
Resumo
The human immune system provides a rich source of inspiration for computer network security. By exploring this analogy, the authors propose a hybrid intrusion detection architecture that has the same learning and adaptive capability of the human immune system.
Palavras-chave:
IDS, computer immunology, adaptive detection, evolving reaction
Referências
M. A. Reis, D. M. Fernandes, F. S. Paula, and P. L. Geus. Modelagem de um Sistema de Segurança Imunológico. In Proceedings of SSI’2001, São José dos Campos, October 2001. (in Portuguese).
F. Cohen. Computer Viruses. Computers & Security, 6:22-35, 1987.
S. Forrest, A. S. Perelson, L. Allen, and R. Cherukuri. Self-nonself Discrimination in a Computer. In Proceedings of the 1994 IEEE Symposium on Research in Security and Privacy, Los Alamos, CA, 1994. IEEE Computer Society Press.
S. A. Hofmeyr, and S. Forrest. Architecture for an Artificial Immune System. Evolutionary Computation, 7(1):45-68, MIT, 1999.
J. O. Kephart. A Biologically Inspired Immune System for Computers. In Artificial Life IV, 1994. MIT Press.
A. Somayaji, S. A. Hofmeyr, and S. Forrest. Principles of a Computer Immune System. In Proceedings of the Second New Security Paradigms Workshop, 1997.
R. G. Bace. Intrusion Detection. Macmillan Technical Publishing, 2000.
I. Roitt, J. Brostoff, and D. Male. Immunology. Mosby, 1996. Fourth edition.
Understanding Vaccines. U.S. NIH Publication No. 98-4219, January 1998.
Understanding Autoimmune Diseases. U.S. NIH Publication No. 98-4273, May 1998.
F. Cohen. Computer Viruses. Computers & Security, 6:22-35, 1987.
S. Forrest, A. S. Perelson, L. Allen, and R. Cherukuri. Self-nonself Discrimination in a Computer. In Proceedings of the 1994 IEEE Symposium on Research in Security and Privacy, Los Alamos, CA, 1994. IEEE Computer Society Press.
S. A. Hofmeyr, and S. Forrest. Architecture for an Artificial Immune System. Evolutionary Computation, 7(1):45-68, MIT, 1999.
J. O. Kephart. A Biologically Inspired Immune System for Computers. In Artificial Life IV, 1994. MIT Press.
A. Somayaji, S. A. Hofmeyr, and S. Forrest. Principles of a Computer Immune System. In Proceedings of the Second New Security Paradigms Workshop, 1997.
R. G. Bace. Intrusion Detection. Macmillan Technical Publishing, 2000.
I. Roitt, J. Brostoff, and D. Male. Immunology. Mosby, 1996. Fourth edition.
Understanding Vaccines. U.S. NIH Publication No. 98-4219, January 1998.
Understanding Autoimmune Diseases. U.S. NIH Publication No. 98-4273, May 1998.
Publicado
22/05/2002
Como Citar
REIS, Marcelo; PAULA, Fabrício; FERNANDES, Diego; GEUS, Paulo.
A Hybrid IDS Architecture Based on the Immune System. In: SIMPÓSIO BRASILEIRO DE SEGURANÇA DA INFORMAÇÃO E DE SISTEMAS COMPUTACIONAIS (SBSEG), 2. , 2002, Búzios.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2002
.
p. 127-134.
DOI: https://doi.org/10.5753/sbseg.2002.21273.
