Title :
The Application of Improved BP Algorithm in Intrusion Detection
Author :
He, Minwei ; Ma, Xuewei
Author_Institution :
Inf. Sch., Guangdong Univ. of Bus. Studies, Guangzhou
Abstract :
Intrusion detection plays an important part in network security today. BP algorithm which is an algorithm in artificial intelligences can also be used in IDS. This paper make use of improved BP algorithm compared to the traditional one, the new algorithm brings us higher speed in constringency and more precise in detection .The new algorithm solves the difficulties of real-time system.
Keywords :
backpropagation; neural nets; security of data; BP algorithm; artificial intelligence; intrusion detection system; network security; neural net; real-time system; BP algorithm; intrusion detection; neural network; system security;
Conference_Titel :
Information Science and Engineering, 2008. ISISE '08. International Symposium on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-2727-4
DOI :
10.1109/ISISE.2008.8
