Using data-mining methods to detect network attacks. - V. V. Platonov; P. O. Semenov (Autom. Control. Comput. Sci., 2015)

Detection of encrypted executable files based on entropy analysis to determine the randomness measure of byte sequences. - I. V. Alekseev; V. V. Platonov (Autom. Control. Comput. Sci., 2017)

An adaptive model of a distributed intrusion detection system. - V. V. Platonov; P. O. Semenov (Autom. Control. Comput. Sci., 2017)

Detection of Abnormal Traffic in Dynamic Computer Networks with Mobile Consumer Devices. - V. V. Platonov; P. O. Semenov (Autom. Control. Comput. Sci., 2018)

Reduction of the Number of Analyzed Parameters in Network Attack Detection Systems. - E. A. Popova; V. V. Platonov (Autom. Control. Comput. Sci., 2020)

Adversarial Attacks on Intrusion Detection Systems Using the LSTM Classifier. - D. A. Kulikov; V. V. Platonov (Autom. Control. Comput. Sci., 2021)

Defense against Adversarial Attacks on Image Recognition Systems Using an Autoencoder. - V. V. Platonov; N. M. Grigorjeva (Autom. Control. Comput. Sci., 2023)

Protecting Machine Learning Models from Training Data Set Extraction. - Maxim O. Kalinin; A. A. Muryleva; V. V. Platonov (Autom. Control. Comput. Sci., 2024)