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Abstract: To ensure network security, a method for mining and estimating network security risks based on big data analysis is proposed. The Map and Reduce functions of the Hadoop platform are utilized to mine association rules of network security events. These mined association rules are used as features of network security events, and these features are input into the Support Vector Machine with Radial Basis Kernel Function. By training, a network s ...
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