Title :
A Novel Framework towards Botnet Detection
Author :
Chunyong Yin;Ardalan Husin Awlla;Jin Wang;Zhichao Yin
Author_Institution :
Jiangsu Key Lab. of Meteorol. Obs. &
Abstract :
Botnet have turned into the most serious security dangers on the present Internet framework. In this paper proposed an anomaly detection model based on genetic neural network system, which joined the significant global searching capability of genetic algorithm with the precise local searching element of back propagation, feed forward neural networks to improve the initial weights of neural network.
Keywords :
"Genetic algorithms","Computers","Biological neural networks","Artificial neural networks","Training","Computational modeling"
Conference_Titel :
Computer and Computing Science (COMCOMS), 2015 3rd International Conference on
Print_ISBN :
978-1-4673-9632-5
DOI :
10.1109/COMCOMS.2015.16