ОПРЕДЕЛЯНЕ НА ФУКЦИЯТА НА ПРИГОДНОСТ В ГЕНЕТИЧНИЯ АЛГОРИТЪМ ЗА ОТКРИВАНЕ НА ПРОНИКВАНЕ В КОМПЮТЪРНИТЕ МРЕЖИ
FITNESS FUNCTION DEFINITION IN GENETIC ALGORITHM FOR COMPUTER NETWORK INTRUSION DETECTION

Summary/Abstract: The present work suggests a thematic survey of Fitness functions’ main definitions used to evaluate of network characteristics and to detect computer network intrusions. Three methods of Fitness function’s calculations are considered and systemized. A genetic algorithm for training and intrusion detection based on R. H. Gong’s method is described. The accent is made on Firas Alabsi’s method to define a Fitness function of network characteristics. Its application is illustrated by experimental simulated data of different network connections, Normal, DoS, R2L, U2R, and Probe

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