ADAPTIVE CONTROL SYSTEM FOR DETECTING COMPUTER ATTACKS ON OBJECTS OF CRITICAL INFORMATION INFRASTRUCTURE
V. M. Krundyshev, M. O. Kalinin
Peter the Great St. Petersburg Polytechnic University
Annotation: This paper presents an adaptive control system for detecting computer attacks in critical information infrastructure based on a neuro-fuzzy analysis of variant cyber-threat spaces and parameters of the protected object using the automatically reconfigurable ANFIS neuro-fuzzy inference system and Takagi-Sugeno-Kanga fuzzy basis. The results of experimental studies have shown that the developed system provides high accuracy and speed of detecting computer attacks in changing decision-making conditions.
Keywords: Adaptive Control, Critical Information Infrastructure, Neuro-Fuzzy System, Computer Attack Detection