Industrial control situation awareness system and method based on machine learning
A situational awareness and machine learning technology, applied in transmission systems, digital transmission systems, electrical components, etc., can solve the problems of multi-source alarms and complex attacks that are difficult to detect, and achieve accurate and efficient analysis, high efficiency and accuracy.
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[0040] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention more clear, the following will clearly and completely describe the technical solutions of the embodiments of the present invention in conjunction with the accompanying drawings of the embodiments of the present invention. Obviously, the described embodiments are the Part of the embodiments of the invention, rather than all the embodiments, based on the described embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative work, all belong to the protection scope of the present invention .
[0041] The machine learning-based industrial control situation awareness method provided by the embodiment of the present invention compresses the alarm data sets provided by different network devices and constructs the original alarm database, and then uses the classic association rule mining algorithm Apriori to r...
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