An efficient communication network intrusion detection method based on a mathematical model
Due to the poor application effect of the current method in efficient communication network intrusion detection,not only the false detection rate is relatively high,but also the av-erage accuracy mean mAP is relatively low,which cannot achieve the expected detection effect,the efficient communication network intrusion detection method based on mathematical model is proposed.Using the data collector to capture the communication network routing signal,and extract the intrusion signal to the prominent feature,normalize the intrusion signal,eliminate the correlation between signals,simplify the intrusion signal by processing principle,using the mathematical model to extract the intrusion signal,according to the effective feature of the in-trusion signal and signal under normal communication state,so as to complete the efficient com-munication network intrusion detection based on the mathematical model.The experiment proves that the misdetection rate of the design method is less than 5％,and the average accuracy mean mAP is above 0.95,which can effectively guarantee the intrusion detection accuracy of the communication network,and has a good application prospect.
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