Daria S. Lavrova

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 29

Top Topics

Early Detection

Wavelet Transformation

Top Venues

Autom. Control. Comput. Sci.

Publications

Daria S. Lavrova, O. A. Izotova
Early Detection of Network Attacks Based on Weight-Insensitive Neural Networks. Autom. Control. Comput. Sci. 57 (8) (2023)
Evgeniy Y. Pavlenko, K. V. Vasil'eva, Daria S. Lavrova, Dmitry P. Zegzhda
Counteraction the cybersecurity threats of the in-vehicle local network. J. Comput. Virol. Hacking Tech. 19 (3) (2023)
Daria S. Lavrova, V. M. Bogina, Dmitry P. Zegzhda, E. Yu. Pavlenko
Probabilistic Approach to Estimate the Cyber Resistance of Mobile Networks Based on Their Connectivity. Autom. Control. Comput. Sci. 57 (8) (2023)
A. I. Sergadeeva, Daria S. Lavrova, Dmitry P. Zegzhda
Bank Fraud Detection with Graph Neural Networks. Autom. Control. Comput. Sci. 56 (8) (2022)
M. D. Stepanov, E. Yu. Pavlenko, Daria S. Lavrova
Detecting Network Attacks on Software Configured Networks Using the Isolating Forest Algorithm. Autom. Control. Comput. Sci. 55 (8) (2021)
K. V. Vasil'eva, Daria S. Lavrova
Detecting Anomalies in Cyber-Physical Systems Using Graph Neural Networks. Autom. Control. Comput. Sci. 55 (8) (2021)
O. A. Izotova, Daria S. Lavrova
Fake Post Detection Using Graph Neural Networks. Autom. Control. Comput. Sci. 55 (8) (2021)
Daria S. Lavrova, N. N. Eliseev
Detection of Network Attacks Using the Tsetlin Machine. Autom. Control. Comput. Sci. 54 (8) (2020)
Daria S. Lavrova, R. S. Solovei
Ensuring the Information Security of Wireless Dynamic Networks Based on the Game-Theoretic Approach. Autom. Control. Comput. Sci. 54 (8) (2020)
Daria S. Lavrova, Anna A. Shtyrkina
The Analysis of Artificial Neural Network Structure Recovery Possibilities Based on the Theory of Graphs. Autom. Control. Comput. Sci. 54 (8) (2020)
E. A. Zaitseva, Daria S. Lavrova
Self-Regulation of the Network Infrastructure of Cyberphysical Systems on the Basis of the Genome Assembly Problem. Autom. Control. Comput. Sci. 54 (8) (2020)
Dmitry P. Zegzhda, Daria S. Lavrova, Evgeny Pavlenko, Anna A. Shtyrkina
Cyber Attack Prevention Based on Evolutionary Cybernetics Approach. Symmetry 12 (11) (2020)
Dmitry P. Zegzhda, Daria S. Lavrova, Aleksei Khushkeev
Detection of information security breaches in distributed control systems based on values prediction of multidimensional time series. ICPS (2019)
Daria S. Lavrova, Elizaveta Zaitseva, Dmitry P. Zegzhda
Approach to Presenting Network Infrastructure of Cyberphysical Systems to Minimize the Cyberattack Neutralization Time. Autom. Control. Comput. Sci. 53 (5) (2019)
Daria S. Lavrova, Dmitry P. Zegzhda, Anastasiia Yarmak
Using GRU neural network for cyber-attack detection in automated process control systems. BlackSeaCom (2019)
Daria S. Lavrova
Forecasting the State of Components of Smart Grids for Early Detection of Cyberattacks. Autom. Control. Comput. Sci. 53 (8) (2019)
Daria S. Lavrova
Maintaining Cyber Sustainability in Industrial Systems Based on the Concept of Molecular-Genetic Control Systems. Autom. Control. Comput. Sci. 53 (8) (2019)
Daria S. Lavrova, E. A. Popova, Anna A. Shtyrkina
Prevention of DoS Attacks by Predicting the Values of Correlation Network Traffic Parameters. Autom. Control. Comput. Sci. 53 (8) (2019)
Elena B. Aleksandrova, Daria S. Lavrova, A. V. Yarmak
Benford's Law in the Detection of DoS Attacks on Industrial Systems. Autom. Control. Comput. Sci. 53 (8) (2019)
Peter D. Zegzhda, Maria A. Poltavtseva, Alexander I. Pechenkin, Daria S. Lavrova, Elizaveta Zaitseva
A Use Case Analysis of Heterogeneous Semistructured Objects in Information Security Problems. Autom. Control. Comput. Sci. 52 (8) (2018)
Daria S. Lavrova, Maria A. Poltavtseva, Anna A. Shtyrkina
Security analysis of cyber-physical systems network infrastructure. ICPS (2018)
Peter D. Zegzhda, Daria S. Lavrova, Anna A. Shtyrkina
Multifractal Analysis of Internet Backbone Traffic for Detecting Denial of Service Attacks. Autom. Control. Comput. Sci. 52 (8) (2018)
Daria S. Lavrova, I. V. Alekseev, Anna A. Shtyrkina
Security Analysis Based on Controlling Dependences of Network Traffic Parameters by Wavelet Transformation. Autom. Control. Comput. Sci. 52 (8) (2018)
Maxim O. Kalinin, Daria S. Lavrova, A. V. Yarmak
Detection of Threats in Cyberphysical Systems Based on Deep Learning Methods Using Multidimensional Time Series. Autom. Control. Comput. Sci. 52 (8) (2018)
Daria S. Lavrova, Yu. S. Vasil'ev
An ontological model of the domain of applications for the Internet of Things in analyzing information security. Autom. Control. Comput. Sci. 51 (8) (2017)
Dmitry P. Zegzhda, Maria A. Poltavtseva, Daria S. Lavrova
Systematization and security assessment of cyber-physical systems. Autom. Control. Comput. Sci. 51 (8) (2017)
Peter D. Zegzhda, Dmitry P. Zegzhda, Maxim O. Kalinin, Alexander I. Pechenkin, Alexander Minin, Daria S. Lavrova
Safe Integration of SIEM Systems with Internet of Things: Data Aggregation, Integrity Control, and Bioinspired Safe Routing. SIN (2016)
Maria A. Poltavtseva, Daria S. Lavrova, Alexander I. Pechenkin
Planning of aggregation and normalization of data from the Internet of Things for processing on a multiprocessor cluster. Autom. Control. Comput. Sci. 50 (8) (2016)
Daria S. Lavrova
An approach to developing the SIEM system for the Internet of Things. Autom. Control. Comput. Sci. 50 (8) (2016)
Alexander I. Pechenkin, Daria S. Lavrova
Modeling the search for vulnerabilities via the fuzzing method using an automation representation of network protocols. Autom. Control. Comput. Sci. 49 (8) (2015)
Daria S. Lavrova, Alexander I. Pechenkin, Vladimir V. Gluhov
Applying correlation analysis methods to control flow violation detection in the internet of things. Autom. Control. Comput. Sci. 49 (8) (2015)
Tatiana V. Stepanova, Alexander I. Pechenkin, Daria S. Lavrova
Ontology-based big data approach to automated penetration testing of large-scale heterogeneous systems. SIN (2015)
Daria S. Lavrova, Alexander I. Pechenkin
Applying Correlation and Regression Analysis Methods for Security Incidents Detection in the Internet of Things. Int. J. Commun. Networks Inf. Secur. 7 (3) (2015)
Daria S. Lavrova, Alexander I. Pechenkin
Adaptive reflexivity threat protection. Autom. Control. Comput. Sci. 49 (8) (2015)