Application research of concept lattice in intrusion detection
Jianmin Li · Jisuanji gongcheng yu sheji · 2010
In order to discover potential and effective intrusion detection rules,intrusion detection system based on concept lattice is given. The system includes data preprocessing,data standardization,attribute reduction,production of concept lattice. The implication relations between concepts are analyzed,the non-redundant classification rules are extrated. The intrusion detection model based on concept lattice compared with other detection methods easy access to training data. The experiment shows that the use of a model reduces the amount of computing,improves the accuracy of intrusion detection,effectively controls the false rate of detection.