An Intrusion Detection Method Based on Outlier Detection

Brings the concept of ensemble into outlier detection, outlier mining algorithm of similar coefficient sum be ensembled. Proposes an anomaly detection method based on voting mechanism (VoteSimiOut) and applies it into intrusion detection. Transforms the character feature into numerical value by code mapping and uses Principal Components Analysis (PCA) to reduce dimension.