Detection of malicious Internet-pages on the basis of neural network technology

Abstract

The results of investigation, devoted to malicious pages detection on the basis of machine learning are presented in the paper. 310 copier of malicious pages appeared during period 2003-2012 were analyzed to determine the features set. As the technology of machine learning for detection of malicious pages, the neural network was chosen. The results of statistical testa conducted with the purpose of checking the efficiency of developed system are presented.