Trojan Intelligent Detection Based on Ensemble of Spatio-temporal Information
Trojan horse has become a major threat to information security.This paper studied the existing intelligent detection of malicious code.Current detection method did not take full use of spatial-temporal information.So this paper proposed intelligent detection method of Trojan based on ensemble of spatial-temporal information.It gave the feature extraction methods of temporal and spatial features,and gave selection and reduction process of spatial features,and the ensemble method of member classifiers.In the end,it gave the overall design,and experimental results showed that the intelligent detection method of Trojan based on ensemble of spatial-temporal information could achieve better classification accuracy comparing to single classifier.