Novel Cloud Computing Intrusion Detection Model Based on Improved Manifold Learning
Guozi Sun · 2010
The cloud computing technology which is a new Internet-based super-computing model has aroused great concern,facing an increasing number of security threats at the same time.This paper built a intrusion detection system framework which is adapt to the cloud computing environment proposed in this paper.The nonlinear manifold learning algorithm was introduced to the model proposed in this thesis to be the core algorithm of the data pre-processing module,and the improved LLE algorithm was given in order to improve the classification performance.The simulation result shows that the algorithm is effective and efficient.