Due to the unique position and mode of HTTP flooding attack,the reliability of its detection is low,and the detection results are not ideal.To solve this problem,the HTTP flood attack detection method based on random forest is proposed.This method uses the gradient promotion decision tree to extract the features of HTTP flooding attack in the wireless communication network,identifies and outputs the data that satisfy the single attack feature through the feature matching mechanism to complete the HTTP flooding attack detection in the wireless communication network.The experimental results show that the F1 value of the test results is always stable above 0.96,and the application effect is good.
关键词
随机森林/无线通信网络/HTTP洪泛攻击/梯度提升决策树
Key words
random forest/wireless communication network/HTTP flood attack/gradient promotion decision tree
维普
万方数据