Quarterly journal published in SPbPU
and edited by prof. Dmitry Zegzhda
and edited by prof. Dmitry Zegzhda
Peter the Great St. Petersburg Polytechnic University
Institute of computer sciences and technologies
information security of computer systems
Institute of computer sciences and technologies
information security of computer systems
Information Security Problems. Computer Systems
Published since 1999.
ISSN 2071-8217
ISSN 2071-8217
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
Pages 51-64