Method of parameter fuzzification based on linguistic standards for cyber attacks detection
DOI:
https://doi.org/10.18372/2225-5036.20.6570Keywords:
cyber attacks, anomalies, fuzzy standards, linguistic standards, method of parameter fuzzification, intrusion detection systems, anomaly detection, attack detection, anomaly detection in computer networksAbstract
One of the basic tasks related to the field of information security is the development of network and system resources protection systems based on the abnormal principle. To develop and extend the functionality of such systems the method of anomaly detection caused by cyber attacks in the information systems is used. In this method the parameters fuzzification process is not formalized, that reduces the efficiency of its use. With this objective the method which is based on linguistic standards, mathematical models, methods of indistinct logic is offered and is realized by means of three basic stages: occurrence and parameters of frequency formation; the formation of correction standards; the development of fuzzy parameters. Through these stages it is carried out the fuzzification of current values at the decision of problems of cyber attacks detection in computer systems that will increase the efficiency of construction of intrusion detection systems.References
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