Increasing the reliability of distribution systems by the use of intrusion detection system based on ricci flows

摘要

In this paper presented research methods of intrusion detection in the cloud systems. Described such methods of data mining as support vector machines (SVM) and restricted Boltzmann machines (RBM). The proposed a hybrid intrusion detection method based on a combination of the above two methods using hyperbolic Ricci flows to the Poincare disk. To test used the database KDD-99, described four classes of intrusion and based on a comparison of accuracy of methods of analysis, the percentage of false positives and false negative rates.