Characteristics Assessment of Multifractal Spectrum of Fractal Dimension IoT-Traffic
Oleg I. Sheluhin, S. Y. Rybakov · 2024
The methodology of estimating the characteristics of multifractal spectrum of fractal dimensionality of traffic on the example of IoT networks is developed. Analytical and experimental results of multifractal analysis of processed processes in IoT networks are presented. The expediency of estimation of the MSFD (multifractal spectrum of fractal dimension) characteristics for increasing the efficiency of classification of computer attacks in IoT networks by machine learning methods by expanding the number of attributes characterizing the functioning of computer networks by MSFD parameters is shown. The presented method of estimation of MSFD parameters is universal and can be applied in different information systems.