DocumentCode
3781051
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. &
fYear
2015
Firstpage
9
Lastpage
12
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"
Publisher
ieee
Conference_Titel
Computer and Computing Science (COMCOMS), 2015 3rd International Conference on
Print_ISBN
978-1-4673-9632-5
Type
conf
DOI
10.1109/COMCOMS.2015.16
Filename
7515574
Link To Document