Vol. 56, No. 8, 2022

Automatic Control and Computer Sciences

Methods of Multidimensional Aggregation of Time Series of Streaming Data for Cyber-Physical System Monitoring

M. A. Poltavtseva and T. M. Andreeva p. 829 abstract

Botnet Attack Detection Approach in IoT Networks

T. M. Tatarnikova, I. A. Sikarev, P. Yu. Bogdanov and T. V. Timochkina p. 838 abstract

Trust Evaluation Problems in Big Data Analytics

A. A. Grusho, N. A. Grusho, M. I. Zabezhailo and E. E. Timonina p. 847 abstract

Detecting Malicious Executable Files Based on Static–Dynamic Analysis Using Machine Learning

R. A. Ognev, E. V. Zhukovskii, D. P. Zegzhda and A. N. Kiselev p. 852 abstract

Bank Fraud Detection with Graph Neural Networks

A. I. Sergadeeva, D. S. Lavrova and D. P. Zegzhda p. 865 abstract

Applying Distributed Ledger Technology to Auditing and Incident Investigation in Big Data Processing Systems

M. A. Poltavtseva and V. A. Torgov p. 874 abstract

Performance Evaluation of Antivirus Systems for Computer Networks

V. G. Anisimov, E. G. Anisimov, T. N. Saurenko and V. P. Los’ p. 883 abstract

Reactive and Proactive Methods for Database Protection against Logical Inference Attacks

A. A. Poltavtsev p. 888 abstract

Immunization of Complex Networks: Topology and Methods

A. D. Fatin and E. Yu. Pavlenko p. 898 abstract

Systematization of Cyber Threats to Large-Scale Systems with Adaptive Network Topology

E. Yu. Pavlenko p. 906 abstract

Generation of Synthetic Data for Honeypot Systems Using Deep Learning Methods

V. D. Danilov, T. D. Ovasapyan, D. V. Ivanov, A. S. Konoplev and D. A. Moskvin p. 916 abstract

Mathematical Model of the Spread of Computer Attacks on Critical Information Infrastructure

V. M. Krundyshev and M. O. Kalinin p. 927 abstract

Adversarial Machine Learning Protection Using the Example of Evasion Attacks on Medical Images

E. A. Rudnitskaya and M. A. Poltavtseva p. 934 abstract

Immunization of Complex Networks: System of Differential Equations and Dynamic Variation

E. Yu. Pavlenko and A. D. Fatin p. 942 abstract

Authentication and Key Establishment in WSN Based on Key Predistribution

N. N. Shenets p. 947 abstract

Computer Network Clustering Methods in Cybersecurity Problems

E. Yu. Pavlenko, I. S. Eremenko and A. D. Fatin p. 957 abstract

Counteracting Information Threats Using Honeypot Systems Based on a Graph of Potential Attacks

E. V. Zavadskii and D. V. Ivanov p. 964 abstract

Intelligent Security Strategy Based on the Selection of the Computer and Neural Network Architecture

V. N. Ruchkin, B. V. Kostrov and V. A. Fulin p. 970 abstract

Using Information about Influencing Factors to Split Data Samples in Machine Learning Methods for the Purposes of Assessing Information Security

I. S. Lebedev and M. E. Sukhoparov p. 981 abstract

Two-Component Steganographic System for Embedding Information into Least Significant Bits of Audio Signals

M. V. Shakurskiy p. 988 abstract

Review and Comparison of Lightweight Modifications of the AES Cipher for a Network of Low-Power Devices

O. I. Berezovskaya, S. S. Chuprov, E. A. Neverov and E. R. Sadreev p. 994 abstract

Noise-Resistant Coding and Highly Undetectable Stegosystems – Is the Alliance Successful?

V. N. Kustov and A. G. Krasnov p. 1007 abstract

Functional Model of Adaptive Network Topology of Large-Scale Systems Based on Dynamical Graph Theory

E. Yu. Pavlenko p. 1016 abstract

Blockchain Technology in 5G Networks: Performance Comparison of Private and Public Blockchains

I. R. Fedorov, A. V. Pimenov, G. A. Panin and S. V. Bezzateev p. 1025 abstract

Noise-Immune Marking of Digital Audio Signals in Audio Stegosystems with Multiple Inputs and Multiple Outputs

M. V. Gofman p. 1030 abstract

Adaptive Control System for Detecting Computer Attacks on Objects of Critical Information Infrastructure

V. M. Krundyshev and M. O. Kalinin p. 1040 abstract

Contents

Automatic Control and Computer Sciences