Skip to Main Content
Skip Nav Destination
ASME Press Select Proceedings
Proceedings of the International Conference on Internet Technology and Security
By
Hao Xie
Hao Xie
Huazhong University of Science and Technology Mehmet OZKAN,
Sevilla University
Search for other works by this author on:
ISBN:
9780791859681
No. of Pages:
182
Publisher:
ASME Press
Publication date:
2010

In order to overcome the disadvantages of BP algorithm which was easy to get into the local least value and slow convergence rate, this paper presented a new method which combined the method of the Momentum Gene and the adaptive learning rate, and then applied it into intrusion detection. The results of the simulation experiment shows that this method has better efficiency than the BP method, and the detection rate is also better.

I. Introduction
II. BP Neural Network
III. Improved Neural Network
IV. Simulation Experiment
V. Conclusions
References
This content is only available via PDF.
You do not currently have access to this chapter.
Close Modal

or Create an Account

Close Modal
Close Modal