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METHOD AND DEVICE FOR AUTOMATICALLY ESTABLISHING INTRUSION DETECTION MODEL BASED ON INDUSTRIAL CONTROL NETWORK
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)
Department工业控制网络与系统研究室
Rights HolderSHENYANG INSTITUTE OF AUTOMATION, CHINESE ACADEMY OF SCIENCES
Country美国
Subtype发明
Status公开
AbstractThe 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.
description.patentprioritydatacn201611162117.5 20161215
PCT Attributes
IPC Classification NumberH04L63/1416 ; H04L63/1425 ; G06K9/6269 ; G06K9/6229 ; G06K9/6256
Application Date2017-04-17
2018-10-04
Application NumberUS201715572643
Open (Notice) NumberUS2018288084A1
Language英语
Contribution Rank1
Document Type专利
Identifierhttp://ir.sia.cn/handle/173321/23547
Collection工业控制网络与系统研究室
AffiliationSHENYANG INSTITUTE OF AUTOMATION, CHINESE ACADEMY OF SCIENCES
Recommended Citation
GB/T 7714
Shang WL,Zhao JM,Wan M,et al. METHOD AND DEVICE FOR AUTOMATICALLY ESTABLISHING INTRUSION DETECTION MODEL BASED ON INDUSTRIAL CONTROL NETWORK[P]. 2018-10-04.
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