Protection of Neural Network Models from Privacy Breach Threats in Federated Learning Using Optimization Methods.

Daria S. Lavrova

Daria S. Lavrova P. D. Bezborodov Protection of Neural Network Models from Privacy Breach Threats in Federated Learning Using Optimization Methods. 2025 December 1224-1229 59 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411625700749 db/journals/accs/accs59.html#LavrovaB25 streams/journals/accs

Daria S. Lavrova A. A. Zyryanova A. A. Lyrchikov Detecting the Spread of False News Content Using Machine Learning. 2025 December 1345-1356 59 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411625700890 db/journals/accs/accs59.html#LavrovaZL25 streams/journals/accs

M. A. Pakhomov E. Yu. Pavlenko Daria S. Lavrova Architecture of a Software System for Protecting Wireless Ad Hoc Networks from Active Network Attacks. 2025 December 1512-1518 59 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411625701081 db/journals/accs/accs59.html#PakhomovPL25 streams/journals/accs

O. A. Izotova Daria S. Lavrova Detecting Synthesized Audio Files Using Graph Neural Networks. 1212-1217 2024 December 58 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411624700846 db/journals/accs/accs58.html#IzotovaL24 streams/journals/accs

Elena B. Aleksandrova A. I. Bezborodko Daria S. Lavrova The Use of Generative-Adversarial Networks to Counter Steganalysis. 1283-1288 2024 December 58 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411624700937 db/journals/accs/accs58.html#AleksandrovaBL24 streams/journals/accs

I. A. Goretskii Daria S. Lavrova Intelligent Recommendation System for Countering Network Attacks. 1386-1391 2024 December 58 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411624701050 db/journals/accs/accs58.html#GoretskiiL24 streams/journals/accs

Daria S. Lavrova O. A. Izotova Early Detection of Network Attacks Based on Weight-Insensitive Neural Networks. 1047-1054 2023 December 57 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S014641162308014X db/journals/accs/accs57.html#LavrovaI23

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. 1103-1115 2023 December 57 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411623080151 db/journals/accs/accs57.html#LavrovaBZP23

Evgeniy Y. Pavlenko K. V. Vasil'eva Daria S. Lavrova Dmitry P. Zegzhda Counteraction the cybersecurity threats of the in-vehicle local network. 399-408 2023 September 19 J. Comput. Virol. Hacking Tech. 3 https://doi.org/10.1007/s11416-022-00451-0 db/journals/virology/virology19.html#PavlenkoVLZ23

A. I. Sergadeeva Daria S. Lavrova Dmitry P. Zegzhda Bank Fraud Detection with Graph Neural Networks. 865-873 2022 December 56 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411622080223 db/journals/accs/accs56.html#SergadeevaLZ22

M. D. Stepanov E. Yu. Pavlenko Daria S. Lavrova Detecting Network Attacks on Software Configured Networks Using the Isolating Forest Algorithm. 1039-1050 2021 55 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411621080307 db/journals/accs/accs55.html#StepanovPL21

K. V. Vasil'eva Daria S. Lavrova Detecting Anomalies in Cyber-Physical Systems Using Graph Neural Networks. 1051-1060 2021 55 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411621080320 db/journals/accs/accs55.html#VasilevaL21

O. A. Izotova Daria S. Lavrova Fake Post Detection Using Graph Neural Networks. 1215-1221 2021 55 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411621080393 db/journals/accs/accs55.html#IzotovaL21

Elizaveta Zaitseva Daria S. Lavrova Self-Regulation of the Network Infrastructure of Cyberphysical Systems on the Basis of the Genome Assembly Problem. 813-821 2020 54 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411620080350 db/journals/accs/accs54.html#ZaitsevaL20

Daria S. Lavrova N. N. Eliseev Detection of Network Attacks Using the Tsetlin Machine. 871-878 2020 54 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411620080209 db/journals/accs/accs54.html#LavrovaE20

Daria S. Lavrova R. S. Solovei Ensuring the Information Security of Wireless Dynamic Networks Based on the Game-Theoretic Approach. 937-943 2020 54 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411620080210 https://www.wikidata.org/entity/Q114945753 db/journals/accs/accs54.html#LavrovaS20

Daria S. Lavrova Anna A. Shtyrkina The Analysis of Artificial Neural Network Structure Recovery Possibilities Based on the Theory of Graphs. 977-982 2020 54 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411620080222 db/journals/accs/accs54.html#LavrovaS20a

Dmitry P. Zegzhda Daria S. Lavrova Evgeny Pavlenko Anna A. Shtyrkina Cyber Attack Prevention Based on Evolutionary Cybernetics Approach. 1931 2020 12 Symmetry 11 https://doi.org/10.3390/sym12111931 db/journals/symmetry/symmetry12.html#ZegzhdaLPS20

Daria S. Lavrova Elizaveta Zaitseva Dmitry P. Zegzhda Approach to Presenting Network Infrastructure of Cyberphysical Systems to Minimize the Cyberattack Neutralization Time. 387-392 2019 53 Autom. Control. Comput. Sci. 5 https://doi.org/10.3103/S0146411619050067 db/journals/accs/accs53.html#LavrovaZZ19

Elena B. Aleksandrova Daria S. Lavrova A. V. Yarmak Benford's Law in the Detection of DoS Attacks on Industrial Systems. 954-962 2019 53 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411619080030 db/journals/accs/accs53.html#AleksandrovaLY19

Daria S. Lavrova Forecasting the State of Components of Smart Grids for Early Detection of Cyberattacks. 1023-1025 2019 53 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411619080133 db/journals/accs/accs53.html#Lavrova19

Daria S. Lavrova Maintaining Cyber Sustainability in Industrial Systems Based on the Concept of Molecular-Genetic Control Systems. 1026-1028 2019 53 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411619080145 db/journals/accs/accs53.html#Lavrova19a

Daria S. Lavrova E. A. Popova Anna A. Shtyrkina Prevention of DoS Attacks by Predicting the Values of Correlation Network Traffic Parameters. 1065-1071 2019 53 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411619080157 db/journals/accs/accs53.html#LavrovaPS19

Daria S. Lavrova Dmitry P. Zegzhda Anastasiia Yarmak Using GRU neural network for cyber-attack detection in automated process control systems. 1-3 2019 BlackSeaCom https://doi.org/10.1109/BlackSeaCom.2019.8812818 conf/blackseecom/2019 db/conf/blackseecom/blackseecom2019.html#LavrovaZY19 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. 780-784 2019 ICPS https://doi.org/10.1109/ICPHYS.2019.8780304 conf/icphys/2019 db/conf/icphys/icps2019.html#ZegzhdaLK19

Maxim O. Kalinin Daria S. Lavrova A. V. Yarmak Detection of Threats in Cyberphysical Systems Based on Deep Learning Methods Using Multidimensional Time Series. 912-917 2018 52 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411618080151 https://www.wikidata.org/entity/Q128247525 db/journals/accs/accs52.html#KalininLY18

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. 918-930 2018 52 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411618080278 https://www.wikidata.org/entity/Q114945799 db/journals/accs/accs52.html#ZegzhdaPPLZ18

Daria S. Lavrova I. V. Alekseev Anna A. Shtyrkina Security Analysis Based on Controlling Dependences of Network Traffic Parameters by Wavelet Transformation. 931-935 2018 52 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411618080187 https://www.wikidata.org/entity/Q114945805 db/journals/accs/accs52.html#LavrovaAS18

Peter D. Zegzhda Daria S. Lavrova Anna A. Shtyrkina Multifractal Analysis of Internet Backbone Traffic for Detecting Denial of Service Attacks. 936-944 2018 52 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S014641161808028X https://www.wikidata.org/entity/Q128258374 db/journals/accs/accs52.html#ZegzhdaLS18

Daria S. Lavrova Maria A. Poltavtseva Anna A. Shtyrkina Security analysis of cyber-physical systems network infrastructure. 818-823 2018 ICPS https://doi.org/10.1109/ICPHYS.2018.8390812 conf/icphys/2018 db/conf/icphys/icps2018.html#LavrovaPS18

Daria S. Lavrova Yu. S. Vasil'ev An ontological model of the domain of applications for the Internet of Things in analyzing information security. 817-823 2017 51 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411617080132 https://www.wikidata.org/entity/Q114945847 db/journals/accs/accs51.html#LavrovaV17

Dmitry P. Zegzhda Maria A. Poltavtseva Daria S. Lavrova Systematization and security assessment of cyber-physical systems. 835-843 2017 51 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411617080272 https://www.wikidata.org/entity/Q114945829 db/journals/accs/accs51.html#ZegzhdaPL17

Daria S. Lavrova An approach to developing the SIEM system for the Internet of Things. 673-681 2016 50 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411616080125 db/journals/accs/accs50.html#Lavrova16

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. 703-711 2016 50 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411616080162 db/journals/accs/accs50.html#PoltavtsevaLP16

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. 81-87 2016 SIN https://doi.org/10.1145/2947626.2947639 conf/sin/2016 db/conf/sin/sin2016.html#ZegzhdaZKPML16

Daria S. Lavrova Alexander I. Pechenkin Adaptive reflexivity threat protection. 727-734 2015 49 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411615080106 db/journals/accs/accs49.html#LavrovaP15

Daria S. Lavrova Alexander I. Pechenkin Vladimir V. Gluhov Applying correlation analysis methods to control flow violation detection in the internet of things. 735-740 2015 49 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411615080283 db/journals/accs/accs49.html#LavrovaPG15

Alexander I. Pechenkin Daria S. Lavrova Modeling the search for vulnerabilities via the fuzzing method using an automation representation of network protocols. 826-833 2015 49 Autom. Control. Comput. Sci. 8 https://doi.org/10.3103/S0146411615080325 db/journals/accs/accs49.html#PechenkinL15

Daria S. Lavrova Alexander I. Pechenkin Applying Correlation and Regression Analysis Methods for Security Incidents Detection in the Internet of Things. 2015 7 Int. J. Commun. Networks Inf. Secur. 3 http://www.ijcnis.org/index.php/ijcnis/article/view/1375 db/journals/ijcnis/ijcnis7.html#LavrovaP15

Tatiana V. Stepanova Alexander I. Pechenkin Daria S. Lavrova Ontology-based big data approach to automated penetration testing of large-scale heterogeneous systems. 142-149 2015 SIN https://doi.org/10.1145/2799979.2799995 conf/sin/2015 db/conf/sin/sin2015.html#StepanovaPL15 Elena B. Aleksandrova I. V. Alekseev A. I. Bezborodko P. D. Bezborodov V. M. Bogina N. N. Eliseev Vladimir V. GlukhovVladimir V. Gluhov I. A. Goretskii O. A. Izotova Maxim O. Kalinin Aleksei Khushkeev A. A. Lyrchikov Alexander Minin M. A. Pakhomov Evgeny PavlenkoEvgeniy Y. PavlenkoE. Yu. Pavlenko Alexander I. Pechenkin Maria A. Poltavtseva E. A. Popova A. I. Sergadeeva Anna A. Shtyrkina R. S. Solovei M. D. Stepanov Tatiana V. Stepanova Yu. S. Vasil'ev K. V. Vasil'eva A. V. YarmakAnastasiia Yarmak Elizaveta Zaitseva Dmitry P. Zegzhda Peter D. Zegzhda A. A. Zyryanova