Rapid identification method of communication-sensitive information based on the mathematical model of multiple linear regression
The conventional communication sensitive information recognition method mainly recognizes sensitive words,which ignores the communication sensitive information such as pic-tures,text and voice,and affects the final information recognition effect.Therefore,we designed a rapid identification method of communication sensitive information based on multiple linear regression mathematical model.The sensitive characteristics of communication information are extracted,the expression form of communication sensitive information is analyzed,and the in-formation of the same expression form is unified and classified to avoid the problem of mutual interference between information.Based on the multiple linear regression mathematical model,we can identify sensitive documents,filter out unclear or ambiguous information,and combine the sensitivity of information to obtain the sensitivity measure of communication information,so as to quickly identify the sensitivity classification of communication information.The identi-fication sequence of the sensitive communication information is annotated,and according to the sensitivity annotation of the sensitive information,the corresponding label is assigned as the i-dentification sequence,and the information is identified step by step according to the annotated sequence,so as to meet the integrity requirements of the sensitive information identification.The comparative experiment proves that this method is more accurate and can be applied in real life.
NETL
NSTL
万方数据
