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AUTOMATIC ESTABLISHING METHOD AND APPARATUS FOR INTRUSION DETECTION MODEL BASED ON INDUSTRIAL CONTROL NETWORK
其他题名一种基于工业控制网络的入侵检测模型的自动建立方法及装置
Shang WL(尚文利); Zhao JM(赵剑明); Wan M(万明); Liu XD(刘贤达); Yin L(尹隆); Zeng P(曾鹏); Yu HB(于海斌)
所属部门工业控制网络与系统研究室
专利权人SHENYANG INSTITUTE OF AUTOMATION,THE CHINESE ACADEMY OF SCIENCES
授权国家世界专利组织
专利类型发明
专利状态公开
摘要Disclosed is an automatic establishing method of an intrusion detection model based on an industrial control network, comprising: determining whether a first intrusion detection model meets a preset detection requirement, and if not, extracting communication behavior flow data in real time; setting a training data set and a test data set according to the communication behavior flow data; creating an initial intrusion detection model according to the training data set; and testing the initial intrusion detection model using the test data set, and creating a second intrusion detection model meeting a preset detection requirement according to the test result. The detection precision of the second intrusion detection model is high so that an intrusion detection rate of abnormal behaviors is increased, and a false alarm rate and a missing report rate are reduced.
优先权数据cn201611162117.5 20161215
PCT属性
申请日期2017-04-17
2018-06-21
申请号WO2017CN080716
公开(公告)号WO2018107631A1
语种英语
产权排序1
文献类型专利
条目标识符http://ir.sia.cn/handle/173321/22261
专题工业控制网络与系统研究室
作者单位SHENYANG INSTITUTE OF AUTOMATION,THE CHINESE ACADEMY OF SCIENCES
推荐引用方式
GB/T 7714
Shang WL,Zhao JM,Wan M,et al. AUTOMATIC ESTABLISHING METHOD AND APPARATUS FOR INTRUSION DETECTION MODEL BASED ON INDUSTRIAL CONTROL NETWORK[P]. 2018-06-21.
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