Гомоморфное Шифрование,
Система остаточных классов,
Нейронные сети,
Распределенные вычислительные системы,
Облачные технологии.
Основные темы научной работы
Нейронные сети
Вычислительные сети
Общие вопросы автоматики и вычислительной техники
Криптография
Информационная безопасность
Основные публикации:
Babenko Mikhail, Tchernykh Andrei, Pulido-Gaytan Bernardo, Cortes-Mendoza Jorge M, Shiryaev Egor, Golimblevskaia Elena, Avetisyan Arutyun, Nesmachnow Sergio, “RRNS base extension error-correcting code for performance optimization of scalable reliable distributed cloud data storage”, 2021 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), IEEE, 2021, 548-553
Gladkov Andrei, Shiriaev Egor, Tchernykh Andrei, Deryabin Maxim, Babenko Mikhail, Nesmachnow Sergio, “DT-RRNS: Routing protocol design for secure and reliable distributed smart sensors communication systems”, Sensors, 23:7 (2023), 3738
Shiriaev Egor, Kucherov Nikolay, Babenko Mikhail, Lutsenko Vladislav, Al-Galda Safwat, “Algorithm for determining the optimal weights for the Akushsky core function with an approximate rank”, Applied Sciences, 13:18 (2023), 10495
Babenko Mikhail Grigorevich, Golimblevskaia Elena Igorevna, Shiriaev Egor Mikhailovitch, “Comparative analysis of homomorphic encryption algorithms based on learning with errors”, Труды института системного программирования РАН, 32:2 (2020), 37–51
Babenko Mikhail, Golimblevskaia Elena, Tchernykh Andrei, Shiriaev Egor, Ermakova Tatiana, Pulido-Gaytan Luis Bernardo, Valuev Georgii, Avetisyan Arutyun, Gagloeva Lana A, “A comparative study of secure outsourced matrix multiplication based on homomorphic encryption”, Big Data and Cognitive Computing, 7:2 (2023), 84
Е. С. Безуглова, Е. М. Ширяев, Н. Н. Кучеров, М. Г. Бабенко, “Модификация алгоритма Смита-Ватермана для локального выравнивания генетических последовательностей на основе метода окна”, Труды ИСП РАН, 37:5 (2025), 183–194
2024
2.
Lapina, M. A. and Shiriaev, E. M. and Babenko, M. G. and Istamov, I., “High-Speed Convolution Core Architecture for Privacy-Preserving Neural Networks”, Programming and Computer Software, 50:6 (2024), 417–424 (in English)
3.
Shiriaev, E. M. and Nazarov, A. S. and Kucherov, N. N. and Babenko, M. G., “Analytical Review of Confidential Artificial Intelligence: Methods and Algorithms for Deployment in Cloud Computing”, Programming and Computer Software, 50:4 (2024), 304–314 (in English)
4.
Shiriaev, Egor and Ermakova, Tatiana and Bezuglova, Ekaterina and Lapina, Maria A. and Babenko, Mikhail, “Reliablity and Security for Fog Computing Systems”, Information, 15:6 (2024), 317 (in English)
5.
Kucherov, Nikolay and Shiriaev, Egor and Zolotariov, Dmitry and Neelakandan, Subramani, “An Approach to Reducing Device Uncertainty in Fog-Cloud Computing”, International Workshop on Advanced Information Security Management and Applications, Springer, 2024, 161–171 (in English)
6.
Shiriaev, Egor and Kucherov, Nikolay and Movzalevskaya, Vitaliya and Khamidov, Munis, “Modification and Adaptation of Methods and Algorithms of the Active Security Concept for Fog Systems”, International Workshop on Advanced Information Security Management and Applications, Springer, 2024, 277–285 (in English)
7.
Shiriaev, Egor and Kucherov, Nikolay and Bezuglova, Ekaterina, “Analytical Review of Cryptographic Primitives to Use in Fog Computing”, International Workshop on Advanced Information Security Management and Applications, Springer, 2024, 267–276 (in English)
8.
Kucherov, Nikolay and Shiriaev, Egor and Bezuglova, Ekaterina, “On the Way to Building Reliable and Secure Cloud-Based Data Processing Systems”, International Workshop on Advanced Information Security Management and Applications, Springer, 2024, 152–160 (in English)
9.
Shiriaev, Egor, “Load Balancing Methods for Distributed Data Storage: Challenges and Opportunities”, Current Problems of Applied Mathematics and Computer Systems, eds. Alikhanov, Anatoly and Tchernykh, Andrei and Babenko, Mikhail and Samoylenko, Irina, Springer Nature Switzerland, Cham, 2024, 95–104 (in English)
10.
Bezuglova, Ekaterina and Shiriaev, Egor, “Development of an Approach to Confidential Learning with Errors in the Design of Neural Networks”, AISMA-2023: International Workshop on Advanced Information Security Management and Applications, eds. Raza, Zahid and Babenko, Mikhail and Sajid, Mohammad and Lapina, Maria and Zolotarev, Vyacheslav, Springer Nature Switzerland, Cham, 2024, 24–30 (in English)
11.
Kucherov, Nikolay and Babenko, Mikhail and Shiriaev, Egor and Hung, Nguyen Viet} ,, “Data Storage with Increased Survivability and Reliability Based on the Residue Number System”, Advances in Systems Science and Applications, 24:02 (2024), 166–186
2023
12.
Bezuglova, E. S. and Shiriaev, E. M. and Babenko, M. G. and Tchernykh, A. and Pulido-Gaytan, B. and Cortes-Mendoza, J. M., “A survey on multi-cloud storage security: threats and countermeasures”, Computational Technologies, 28:1 (2023), 72–80 (in English)
13.
Babenko, Mikhail and Golimblevskaia, Elena and Tchernykh, Andrei and Shiriaev, Egor and Ermakova, Tatiana and Pulido-Gaytan, Luis Bernardo and Valuev, Georgii and Avetisyan, Arutyun and Gagloeva, Lana A., “A Comparative Study of Secure Outsourced Matrix Multiplication Based on Homomorphic Encryption”, Big Data and Cognitive Computing, 7:2 (2023), 84 (in English)
14.
Gladkov, Andrei and Shiriaev, Egor and Tchernykh, Andrei and Deryabin, Maxim and Babenko, Mikhail and Nesmachnow, Sergio, “DT-RRNS: Routing protocol design for secure and reliable distributed smart sensors communication systems”, Sensors, 23:7 (2023), 3738 (in English)
15.
Ширяев, Е. М. and Кучеров, Н. Н. and Криволапова, О. В., “Разработка алгоритма конфиденциального поиска в распределенных системах”, Современная наука и инновации, 2023, № 2, 10–19 (in Russian)
2022
16.
Gladkov, Andrei and Shiriaev, Egor and Tchernykh, Andrei and Deryabin, Maxim and Bezuglova, Ekaterina and Valuev, Georgii and Babenko, Mikhail, “SNS-Based Secret Sharing Scheme for Security of Smart City Communication Systems”, Ibero-American Congress of Smart Cities, Springer, 2022, 248–263 (in English)
17.
Tchernykh, Andrei and Babenko, Mikhail and Shiriaev, Egor and Pulido-Gaytan, Bernardo and Cortés-Mendoza, Jorge M and Avetisyan, Arutyun and Drozdov, Alexander Yu and Kuchukov, Viktor, “An efficient method for comparing numbers and determining the sign of a number in RNS for even ranges”, Computation, 10:2 (2022), 17
2021
18.
Shiriaev, Egor and Bezuglova, Ekaterina and Kucherov, Nikolai and Valuev, Georgii, “Modeling Hyperchaotic Datasets for Neural Networks”, International Conference on Mathematics and its Applications in new Computer Systems, Springer, 2021, 441–453 (in English)
19.
Shiriaev, E. M. and Nazarov, A. S. and Sotikova, N. A, “One Plaintext Attack on the BFV Scheme”, 2021 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering (ElConRus), IEEE, 2021, 670–673 (in English)
20.
Shiriaev, E. M. and Nazarov, A. S. and Kycherov, N. N. and Sotikova, N. A., “Efficient implementation of the CKKS scheme using a quadratic residue number system”, 2021 IEEE Conference of Russian Young Researchers in Electrical and Electronic Engineering (ElConRus), IEEE, 2021, 665–669 (in English)
21.
Golimblevskaia, E. and Shiriaev, E. and Kucherov, N., “Survey software implementations of homomorphic encryption methods”, Advances in Automation II: Proceedings of the International Russian Automation Conference, RusAutoConf2020, September 6-12, 2020, Sochi, Russia, Springer, 2021, 601–613 (in English)
22.
Babenko, Mikhail and Tchernykh, Andrei and Pulido-Gaytan, Bernardo and Cortés-Mendoza, Jorge M and Shiryaev, Egor and Golimblevskaia, Elena and Avetisyan, Arutyun and Nesmachnow, Sergio, “RRNS base extension error-correcting code for performance optimization of scalable reliable distributed cloud data storage”, 2021 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), IEEE, 2021, 548–553
2020
23.
Babenko, M. and Shiriaev, E. and Golimblevskaia, E. and Tchernykh, A., “Neural network method for base extension in residue number system”, CEUR Workshop Proceedings, 2020, 9–22 (in English)
24.
Голимблевская, Е. И. and Ширяев, Е. М., “Обзор программных реализаций методов гомоморфного шифрования”, Фундаментальные проблемы управления производственными процессами в условиях перехода к индустрии 4.0, 2020, 284 (in Russian)
25.
Shiryaev, Egor and Golimblevskaia, Elena and Babenko, Mikhail and Tchernykh, Andrei and Pulido-Gaytan, Bernardo, “Improvement of the Approximate Method for the Comparison Operation in the RNS”, 2020 International Conference Engineering and Telecommunication (En&T), IEEE, 2020, 1–6
26.
M. G. Babenko, E. I. Golimblevskaia, E. M. Shiriaev, “Comparative analysis of homomorphic encryption algorithms based on learning with errors”, Труды ИСП РАН, 32:2 (2020), 37–51;
Miranda-López, Vanessa and Tchernykh, Andrei and Babenko, Mikhail and Kuchukov, Viktor and Deryabin, Maxim and Golimblevskaia, Elena and Shiryaev, Egor and Avetisyan, Arutyun and Rivera-Rodriguez, Raul and Radchenko, Gleb and others, “Weighted two-levels secret sharing scheme for multi-clouds data storage with increased reliability”, 2019 International Conference on High Performance Computing & Simulation (HPCS), IEEE, 2019, 915–922
2025