首页>
外国专利>
IMMUNIZATION STRATEGY-BASED METHOD AND DEVICE FOR TRAFFIC DATA OPTIMAL FEATURE SUBSET ACQUISITION
IMMUNIZATION STRATEGY-BASED METHOD AND DEVICE FOR TRAFFIC DATA OPTIMAL FEATURE SUBSET ACQUISITION
展开▼
机译:基于免疫策略的流量数据的方法和设备最优特征子集采集
展开▼
页面导航
摘要
著录项
相似文献
摘要
Disclosed are an immunization strategy-based method and device for traffic data optimal feature subset acquisition, a computing apparatus, and a storage medium. An initial population and an intrusion detection dataset are combined together with a multiple-target immune algorithm and an optimally population-distributed evolved non-dominant individual set is obtained in order to carry out, by means of the individuals in the evolved non-dominant individual set, rapid classification of client-side current network traffic data after redundant feature simplification, thus decreasing the amount of data, decreasing the classification computation complexity, increasing classification performance.
展开▼