Ontology-based big data approach to automated penetration testing of large-scale heterogeneous systems. - Tatiana V. Stepanova; Alexander I. Pechenkin; Daria S. Lavrova (SIN, 2015)

Adaptive reflexivity threat protection. - Daria S. Lavrova; Alexander I. Pechenkin (Autom. Control. Comput. Sci., 2015)

Applying correlation analysis methods to control flow violation detection in the internet of things. - Daria S. Lavrova; Alexander I. Pechenkin; Vladimir V. Gluhov (Autom. Control. Comput. Sci., 2015)

Modeling the search for vulnerabilities via the fuzzing method using an automation representation of network protocols. - Alexander I. Pechenkin; Daria S. Lavrova (Autom. Control. Comput. Sci., 2015)

Applying Correlation and Regression Analysis Methods for Security Incidents Detection in the Internet of Things. - Daria S. Lavrova; Alexander I. Pechenkin (Int. J. Commun. Networks Inf. Secur., 2015)

Safe Integration of SIEM Systems with Internet of Things: Data Aggregation, Integrity Control, and Bioinspired Safe Routing. - Peter D. Zegzhda; Dmitry P. Zegzhda; Maxim O. Kalinin; Alexander I. Pechenkin; Alexander Minin; Daria S. Lavrova (SIN, 2016)

An approach to developing the SIEM system for the Internet of Things. - Daria S. Lavrova (Autom. Control. Comput. Sci., 2016)

Planning of aggregation and normalization of data from the Internet of Things for processing on a multiprocessor cluster. - Maria A. Poltavtseva; Daria S. Lavrova; Alexander I. Pechenkin (Autom. Control. Comput. Sci., 2016)

An ontological model of the domain of applications for the Internet of Things in analyzing information security. - Daria S. Lavrova; Yu. S. Vasil'ev (Autom. Control. Comput. Sci., 2017)

Systematization and security assessment of cyber-physical systems. - Dmitry P. Zegzhda; Maria A. Poltavtseva; Daria S. Lavrova (Autom. Control. Comput. Sci., 2017)

Security analysis of cyber-physical systems network infrastructure. - Daria S. Lavrova; Maria A. Poltavtseva; Anna A. Shtyrkina (ICPS, 2018)

Detection of Threats in Cyberphysical Systems Based on Deep Learning Methods Using Multidimensional Time Series. - Maxim O. Kalinin; Daria S. Lavrova; A. V. Yarmak (Autom. Control. Comput. Sci., 2018)

Security Analysis Based on Controlling Dependences of Network Traffic Parameters by Wavelet Transformation. - Daria S. Lavrova; I. V. Alekseev; Anna A. Shtyrkina (Autom. Control. Comput. Sci., 2018)

Multifractal Analysis of Internet Backbone Traffic for Detecting Denial of Service Attacks. - Peter D. Zegzhda; Daria S. Lavrova; Anna A. Shtyrkina (Autom. Control. Comput. Sci., 2018)

A Use Case Analysis of Heterogeneous Semistructured Objects in Information Security Problems. - Peter D. Zegzhda; Maria A. Poltavtseva; Alexander I. Pechenkin; Daria S. Lavrova; Elizaveta Zaitseva (Autom. Control. Comput. Sci., 2018)

Using GRU neural network for cyber-attack detection in automated process control systems. - Daria S. Lavrova; Dmitry P. Zegzhda; Anastasiia Yarmak (BlackSeaCom, 2019)

Detection of information security breaches in distributed control systems based on values prediction of multidimensional time series. - Dmitry P. Zegzhda; Daria S. Lavrova; Aleksei Khushkeev (ICPS, 2019)

Benford's Law in the Detection of DoS Attacks on Industrial Systems. - Elena B. Aleksandrova; Daria S. Lavrova; A. V. Yarmak (Autom. Control. Comput. Sci., 2019)

Forecasting the State of Components of Smart Grids for Early Detection of Cyberattacks. - Daria S. Lavrova (Autom. Control. Comput. Sci., 2019)

Maintaining Cyber Sustainability in Industrial Systems Based on the Concept of Molecular-Genetic Control Systems. - Daria S. Lavrova (Autom. Control. Comput. Sci., 2019)

Prevention of DoS Attacks by Predicting the Values of Correlation Network Traffic Parameters. - Daria S. Lavrova; E. A. Popova; Anna A. Shtyrkina (Autom. Control. Comput. Sci., 2019)

Approach to Presenting Network Infrastructure of Cyberphysical Systems to Minimize the Cyberattack Neutralization Time. - Daria S. Lavrova; Elizaveta Zaitseva; Dmitry P. Zegzhda (Autom. Control. Comput. Sci., 2019)

Detection of Network Attacks Using the Tsetlin Machine. - Daria S. Lavrova; N. N. Eliseev (Autom. Control. Comput. Sci., 2020)

Ensuring the Information Security of Wireless Dynamic Networks Based on the Game-Theoretic Approach. - Daria S. Lavrova; R. S. Solovei (Autom. Control. Comput. Sci., 2020)

The Analysis of Artificial Neural Network Structure Recovery Possibilities Based on the Theory of Graphs. - Daria S. Lavrova; Anna A. Shtyrkina (Autom. Control. Comput. Sci., 2020)

Self-Regulation of the Network Infrastructure of Cyberphysical Systems on the Basis of the Genome Assembly Problem. - Elizaveta Zaitseva; Daria S. Lavrova (Autom. Control. Comput. Sci., 2020)

Cyber Attack Prevention Based on Evolutionary Cybernetics Approach. - Dmitry P. Zegzhda; Daria S. Lavrova; Evgeny Pavlenko; Anna A. Shtyrkina (Symmetry, 2020)

Fake Post Detection Using Graph Neural Networks. - O. A. Izotova; Daria S. Lavrova (Autom. Control. Comput. Sci., 2021)

Detecting Network Attacks on Software Configured Networks Using the Isolating Forest Algorithm. - M. D. Stepanov; E. Yu. Pavlenko; Daria S. Lavrova (Autom. Control. Comput. Sci., 2021)

Detecting Anomalies in Cyber-Physical Systems Using Graph Neural Networks. - K. V. Vasil'eva; Daria S. Lavrova (Autom. Control. Comput. Sci., 2021)

Bank Fraud Detection with Graph Neural Networks. - A. I. Sergadeeva; Daria S. Lavrova; Dmitry P. Zegzhda (Autom. Control. Comput. Sci., 2022)

Counteraction the cybersecurity threats of the in-vehicle local network. - Evgeniy Y. Pavlenko; K. V. Vasil'eva; Daria S. Lavrova; Dmitry P. Zegzhda (J. Comput. Virol. Hacking Tech., 2023)

Probabilistic Approach to Estimate the Cyber Resistance of Mobile Networks Based on Their Connectivity. - Daria S. Lavrova; V. M. Bogina; Dmitry P. Zegzhda; E. Yu. Pavlenko (Autom. Control. Comput. Sci., 2023)

Early Detection of Network Attacks Based on Weight-Insensitive Neural Networks. - Daria S. Lavrova; O. A. Izotova (Autom. Control. Comput. Sci., 2023)

The Use of Generative-Adversarial Networks to Counter Steganalysis. - Elena B. Aleksandrova; A. I. Bezborodko; Daria S. Lavrova (Autom. Control. Comput. Sci., 2024)

Intelligent Recommendation System for Countering Network Attacks. - I. A. Goretskii; Daria S. Lavrova (Autom. Control. Comput. Sci., 2024)

Detecting Synthesized Audio Files Using Graph Neural Networks. - O. A. Izotova; Daria S. Lavrova (Autom. Control. Comput. Sci., 2024)