AUTOMATIC ESTABLISHING METHOD AND APPARATUS FOR INTRUSION DETECTION MODEL BASED ON INDUSTRIAL CONTROL NETWORK
文献类型：专利
| 作者 | Yin L(尹隆); Shang WL(尚文利); Zhao JM(赵剑明); Wan M(万明); Liu XD(刘贤达); Zeng P(曾鹏); Yu HB(于海斌); Zhao YH(赵耀宏) ; Luo HB(罗海波); Wang YY(王园园)
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| 发表日期 | 2018-06-21 |
| 专利国别 | 世界专利组织 |
| 专利号 | WO2018107631A1 |
| 专利类型 | 发明 |
| 产权排序 | 1 |
| 权利人 | SHENYANG INSTITUTE OF AUTOMATION,THE CHINESE ACADEMY OF SCIENCES |
| 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 |
| 中文摘要 | 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. |
| 是否PCT专利 | 是 |
| 申请日期 | 2017-04-17 |
| 语种 | 英语 |
| 专利申请号 | WO2017CN080716 |
| 源URL | [http://ir.sia.cn/handle/173321/22319]  |
| 专题 | 沈阳自动化研究所_光电信息技术研究室 |
| 通讯作者 | Zhao YH(赵耀宏) |
| 作者单位 | SHENYANG INSTITUTE OF AUTOMATION,THE CHINESE ACADEMY OF SCIENCES |
| 推荐引用方式 GB/T 7714 | Yin L,Shang WL,Zhao JM,et al. AUTOMATIC ESTABLISHING METHOD AND APPARATUS FOR INTRUSION DETECTION MODEL BASED ON INDUSTRIAL CONTROL NETWORK. WO2018107631A1. 2018-06-21. |
入库方式： OAI收割
来源：沈阳自动化研究所
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