Application of a Genetic Algorithm for Selecting Neural Network Hyperparameters.

V. V. Platonov

V. V. Platonov A. F. Suprun Ya. E. Yanbarisova V. G. Anisimov Application of a Genetic Algorithm for Selecting Neural Network Hyperparameters. 2025 December 1357-1363 59 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411625700907 db/journals/accs/accs59.html#PlatonovSYA25 streams/journals/accs

Maxim O. Kalinin A. A. Muryleva V. V. Platonov Protecting Machine Learning Models from Training Data Set Extraction. 1234-1241 2024 December 58 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411624700871 db/journals/accs/accs58.html#KalininMP24 streams/journals/accs

V. V. Platonov N. M. Grigorjeva Defense against Adversarial Attacks on Image Recognition Systems Using an Autoencoder. 989-995 2023 December 57 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411623080230 db/journals/accs/accs57.html#PlatonovG23

D. A. Kulikov V. V. Platonov Adversarial Attacks on Intrusion Detection Systems Using the LSTM Classifier. 1080-1086 2021 55 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411621080174 db/journals/accs/accs55.html#KulikovP21

E. A. Popova V. V. Platonov Reduction of the Number of Analyzed Parameters in Network Attack Detection Systems. 907-914 2020 54 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411620080295 db/journals/accs/accs54.html#PopovaP20

V. V. Platonov P. O. Semenov Detection of Abnormal Traffic in Dynamic Computer Networks with Mobile Consumer Devices. 959-964 2018 52 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411618080217 db/journals/accs/accs52.html#PlatonovS18

V. V. Platonov P. O. Semenov An adaptive model of a distributed intrusion detection system. 894-898 2017 51 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411617080168 https://www.wikidata.org/entity/Q130169684 db/journals/accs/accs51.html#PlatonovS17

I. V. Alekseev V. V. Platonov Detection of encrypted executable files based on entropy analysis to determine the randomness measure of byte sequences. 915-920 2017 51 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411617080041 https://www.wikidata.org/entity/Q122398631 db/journals/accs/accs51.html#AlekseevP17

V. V. Platonov P. O. Semenov Using data-mining methods to detect network attacks. 766-769 2015 49 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411615080131 db/journals/accs/accs49.html#PlatonovS15

I. V. Alekseev V. G. Anisimov N. M. Grigorjeva Maxim O. Kalinin D. A. Kulikov A. A. Muryleva E. A. Popova P. O. Semenov A. F. Suprun Ya. E. Yanbarisova