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ORCIDDaria S. Lavrova
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Journal Articles
- 2023
[j29]Daria S. Lavrova, O. A. Izotova:
Early Detection of Network Attacks Based on Weight-Insensitive Neural Networks. Autom. Control. Comput. Sci. 57(8): 1047-1054 (2023)- [j28]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): 1103-1115 (2023) - [j27]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): 399-408 (2023) - 2022
- [j26]A. I. Sergadeeva, Daria S. Lavrova, Dmitry P. Zegzhda:
Bank Fraud Detection with Graph Neural Networks. Autom. Control. Comput. Sci. 56(8): 865-873 (2022) - 2021
- [j25]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): 1039-1050 (2021) - [j24]K. V. Vasil'eva, Daria S. Lavrova:
Detecting Anomalies in Cyber-Physical Systems Using Graph Neural Networks. Autom. Control. Comput. Sci. 55(8): 1051-1060 (2021) - [j23]O. A. Izotova, Daria S. Lavrova:
Fake Post Detection Using Graph Neural Networks. Autom. Control. Comput. Sci. 55(8): 1215-1221 (2021) - 2020
- [j22]Elizaveta 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): 813-821 (2020) - [j21]Daria S. Lavrova, N. N. Eliseev:
Detection of Network Attacks Using the Tsetlin Machine. Autom. Control. Comput. Sci. 54(8): 871-878 (2020) - [j20]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): 937-943 (2020) - [j19]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): 977-982 (2020) - [j18]Dmitry P. Zegzhda, Daria S. Lavrova, Evgeny Pavlenko, Anna A. Shtyrkina:
Cyber Attack Prevention Based on Evolutionary Cybernetics Approach. Symmetry 12(11): 1931 (2020) - 2019
- [j17]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): 387-392 (2019) - [j16]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): 954-962 (2019) - [j15]Daria S. Lavrova:
Forecasting the State of Components of Smart Grids for Early Detection of Cyberattacks. Autom. Control. Comput. Sci. 53(8): 1023-1025 (2019) - [j14]Daria S. Lavrova:
Maintaining Cyber Sustainability in Industrial Systems Based on the Concept of Molecular-Genetic Control Systems. Autom. Control. Comput. Sci. 53(8): 1026-1028 (2019) - [j13]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): 1065-1071 (2019) - 2018
- [j12]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): 912-917 (2018) - [j11]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): 918-930 (2018) - [j10]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): 931-935 (2018) - [j9]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): 936-944 (2018) - 2017
- [j8]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): 817-823 (2017) - [j7]Dmitry P. Zegzhda, Maria A. Poltavtseva, Daria S. Lavrova:
Systematization and security assessment of cyber-physical systems. Autom. Control. Comput. Sci. 51(8): 835-843 (2017) - 2016
- [j6]Daria S. Lavrova:
An approach to developing the SIEM system for the Internet of Things. Autom. Control. Comput. Sci. 50(8): 673-681 (2016) - [j5]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): 703-711 (2016) - 2015
- [j4]Daria S. Lavrova, Alexander I. Pechenkin:
Adaptive reflexivity threat protection. Autom. Control. Comput. Sci. 49(8): 727-734 (2015) - [j3]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): 735-740 (2015) - [j2]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): 826-833 (2015) - [j1]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)
Conference and Workshop Papers
- 2019
- [c5]Daria S. Lavrova, Dmitry P. Zegzhda, Anastasiia Yarmak:
Using GRU neural network for cyber-attack detection in automated process control systems. BlackSeaCom 2019: 1-3 - [c4]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: 780-784 - 2018
- [c3]Daria S. Lavrova, Maria A. Poltavtseva, Anna A. Shtyrkina:
Security analysis of cyber-physical systems network infrastructure. ICPS 2018: 818-823 - 2016
- [c2]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: 81-87 - 2015
- [c1]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: 142-149
Coauthor Index
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