METHOD AND DEVICE FOR AUTOMATICALLY ESTABLISHING INTRUSION DETECTION MODEL BASED ON INDUSTRIAL CONTROL NETWORK
文献类型：专利
| 作者 | Wan M(万明) ; Liu XD(刘贤达); Yin L(尹隆); Zeng P(曾鹏); Yu HB(于海斌); Shang WL(尚文利); Zhao JM(赵剑明)
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| 发表日期 | 2018-10-04 |
| 著作权人 | SHENYANG INSTITUTE OF AUTOMATION, CHINESE ACADEMY OF SCIENCES |
| 国家 | 美国 |
| 文献子类 | 发明 |
| 产权排序 | 1 |
| 英文摘要 | The present application discloses a method for automatically establishing an intrusion detection model based on an industrial control network, including: judging whether a first intrusion detection model meets preset detection requirements, and extracting communication behavior traffic data in real time if not; setting a training data set and a test date set according to the communication behavior traffic data; establishing an initial intrusion detection model according to the training data set; and testing the initial intrusion detection model using the test date set, and establishing a second intrusion detection model meeting the preset detection requirements according to the test result. The second intrusion detection model has high detection accuracy, thereby increasing intrusion detection rate of abnormal behavior and reducing false positive rate and false negative rate. |
| 申请日期 | 2017-04-17 |
| 语种 | 英语 |
| 状态 | 公开 |
| 源URL | [http://ir.sia.cn/handle/173321/23547]  |
| 专题 | 沈阳自动化研究所_工业控制网络与系统研究室 |
| 作者单位 | SHENYANG INSTITUTE OF AUTOMATION, CHINESE ACADEMY OF SCIENCES |
| 推荐引用方式 GB/T 7714 | Wan M,Liu XD,Yin L,et al. METHOD AND DEVICE FOR AUTOMATICALLY ESTABLISHING INTRUSION DETECTION MODEL BASED ON INDUSTRIAL CONTROL NETWORK. 2018-10-04. |
入库方式： OAI收割
来源：沈阳自动化研究所
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