Skip Nav Destination
ASME Press Select Proceedings
Proceedings of the International Conference on Internet Technology and SecurityAvailable to Purchase
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
eBook Chapter
21 Research of Improved BP Neural Network in Intrusion Detection Available to Purchase
By
Cuixiao Zhang
,
Cuixiao Zhang
School of Information Science and Technology
Shijiazhuang Tiedao University
Shijiazhuang
, China
; [email protected]
Search for other works by this author on:
Guobing Zhang
Guobing Zhang
School of Information Science and Technology
Shijiazhuang Tiedao University
Shijiazhuang
, China
; [email protected]
Search for other works by this author on:
Page Count:
3
-
Published:2010
Citation
Zhang, C, & Zhang, G. "Research of Improved BP Neural Network in Intrusion Detection." Proceedings of the International Conference on Internet Technology and Security. Ed. Xie, H. ASME Press, 2010.
Download citation file:
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.
Email alerts
Related Chapters
Optimization of on Demand Service Provisioning with Multicast Cost Sharing
International Conference on Mechanical and Electrical Technology, 3rd, (ICMET-China 2011), Volumes 1–3
EFDA: DDoS Attack Detection Algorithm of Ad-Hoc Network Based on Evidence Fusion
International Conference on Mechanical and Electrical Technology, 3rd, (ICMET-China 2011), Volumes 1–3
Evolutionary Characteristics of Public Opinion Spread in Social Networks
International Conference on Computer Research and Development, 5th (ICCRD 2013)
Research on Production-Distribution Collaborative Planning for Distributed Decision Environment
International Conference on Measurement and Control Engineering 2nd (ICMCE 2011)
Related Articles
Numerical Simulation of Hydrate Transport in Natural Gas Pipeline
J. Energy Resour. Technol (March,1998)
Real-Time Variable Geometry Triaxial Gas Turbine Model for Hardware-in-the-Loop Simulation Experiments
J. Eng. Gas Turbines Power (September,2018)
A Recursive Algorithm for Solving the Generalized Velocities From the Momenta of Flexible Multibody Systems
J. Comput. Nonlinear Dynam (October,2010)