PCA filtering and probabilistic SOM for network intrusion detection

The growth of the Internet and, consequently, the number of interconnected computers, has exposed significant amounts of information to intruders and attackers. Firewalls aim to detect violations according to a predefined rule-set and usually block potentially dangerous incoming traffic. However, wi...

Full description

Autores:
De la Hoz Correa, Eduardo Miguel
De la Hoz, Emiro
Ortiz, Andrés
Ortega, Julio
Prieto, Beatriz
Tipo de recurso:
Article of journal
Fecha de publicación:
2015
Institución:
Corporación Universidad de la Costa
Repositorio:
REDICUC - Repositorio CUC
Idioma:
eng
OAI Identifier:
oai:repositorio.cuc.edu.co:11323/1011
Acceso en línea:
https://hdl.handle.net/11323/1011
https://repositorio.cuc.edu.co/
Palabra clave:
Bayesian SOM
IDS
PCA filtering
Probabilistic SOM
Self-organizing maps
Rights
openAccess
License
Atribución – No comercial – Compartir igual