Maxim A. Deryabin

1398172904_l38b9525111111111



Ph.D. in Computer Science
Associate Professor of the Department of Applied Mathematics and Mathematical Modeling
Senior Researcher of the North-Caucasian Federal University

OrcID: 0000-0002-6761-3667
Scopus ID: 56069631300
Researcher ID: G-4913-2015
ResearchGate: Maxim_Deryabin
Google Scholar: Maxim Deryabin

Research interests include the study of the residue number system and its applications, threshold secret sharing schemes, the use of modular arithmetic to optimize computing, communication systems and the organization of error-free information exchange, design of devices based on the residue number system.

Education:

2013-2016Ph.D.Ph.D. in Computer Science, North Caucasus Federal University, Stavropol, Russia, Supervisor: N.I. Chervyakov
2011-2013M.S.Master of Science, North Caucasus Federal Ubiversity, Stavropol, Russia
2007-2011B.S.Bachelor of Science, Stavropol State University, Stavropol, Russia

Work Experience:

  • Engineer-Programmer in the company "SOYUZ-FINANCE" from 2011 to 2012.
  • Programmer of the Department (Laboratory) of Digital Educational Resources of NCFU, from 2012 to 2013.
  • Junior Researcher of NCFU, from 2013 to 2017.
  • Assistant of the Department of Applied Mathematics and Mathematical Modeling of NCFU, from 2016 to 2017.

Publications in peer-reviewed international journals:

  • Chervyakov, N.I., Molahosseini, A. S., Lyakhov, P. A., Babenko, M. G., Deryabin, M. A. Residue-to-binary conversion for general moduli sets based on approximate Chinese Remainder Theorem. // International Journal of Computer Mathematics (Impact Factor 2017: 0.971, Q2), V. 94, I. 9, 2017 - pp. 1833-1849. DOI10.1080/00207160.2016.1247439.
  • Chervyakov, N.I., Lyakhov, P.A., Babenko, M.G., Garyanina, A.I., Lavrinenko, I.N., Lavrinenko, A.V., Deryabin, M.A. An efficient method of error correction in fault-tolerant modular neurocomputers. // Neurocomputing (Impact Factor 2017: 3.317, Q1), V. 205, 2016 - pp. 32-44. DOI10.1016/j.neucom.2016.03.041.

Publications in peer-reviewed Russian journals:

  • Червяков Н.И., Дерябин М.А. Новый метод порогового разделения секрета, основанный на системе остаточных классов // Информационные технологии. 2016. №3, Т. 22. С. 211-219.
  • Червяков Н.И., Бабенко М.Г., Черных А.Н., Кучуков В.А., Дерябин М.А., Кучукова Н.Н. Разработка нового нейросетевого метода вычисления модульного умножения в системе остаточных классов // Нейрокомпьютеры: разработка, применение. 2016. №. 10. С. 41-48.
  • Червяков Н.И., Дерябин М.А., Лавриненко И.Н. Реализация алгоритма Монтгомери в системе остаточных классов на основе эффективного алгоритма расширения системы оснований // Нейрокомпьютеры: разработка, применение. 2014. №9. С. 37-45.
  • Червяков Н.И.,  Бабенко М.Г., Лавриненко И.Н.,  Ляхов П.А ., Дерябин М.А. Алгебраические и практические аспекты реализации нейросетевой пороговой схемы разделения секрета. // Наука. Инновации. Технологии. Ставрополь:  Издательство Северо-Кавказского федерального университета. 2014. №2, С. 14-26.
  • Дерябин М.А., Зайцев А.А. Использование модулярной арифметики для ускорения выполнения операций с числами большой разрядности // Вестник УГАТУ. Уфа: Издательство УГАТУ, 2013. Т. 17, № 5 (58). С. 245–251. [pdf]
  • Бондарь Т. П., Цатурян Е. О., Дерябин М. А., Зайцев А. А. Применение самообучающейся нейронной сети для прогноза развития тромбогеморрагических осложнений в акушерской и неонатальной практике // Саратовский научно-медицинский журнал. 2013. Т. 9, № 2. С. 282–286. [pdf]

Conference papers: 

  • Chervyakov, N.I., Babenko, M.G., Kuchukov, V.A., Deryabin, M.A., Kuchukova, N.N., Tchernykh, A.N. Fast modular multiplication execution in residue number system. Proceedings of the 2016 IEEE Conference on Quality Management, Transport and Information Security, Information Technologies, IT and MQ and IS 2016. Conference processing. 2016: 30-32. DOI: 10.1109/ITMQIS.2016.7751894 [url]
  • Chervyakov, N.I., Babenko, M.G., Deryabin, M.A., Nazarov, A.S., Shabalina, M.N. Computation of positional characteristics of numbers in RNS based on approximate method. Proceedings of the 2016 NW Russia Young Researchers in Electrical and Electronic Engineering Conference (EIConRusNW). Conference processing. 2016: 177-179. DOI: 10.1109/EIConRusNW.2016.7448148 [url]
  • Chervyakov, N. I., Babenko, M. G., Deryabin, M. A., Shabalina, M. N., Alassane, B. A. The development of secure mobile computing network based on secret sharing schemes. Proceedings of the 2016 NW Russia Young Researchers in Electrical and Electronic Engineering Conference (EIConRusNW). Conference processing. 2016: 180-184. DOI: 10.1109/EIConRusNW.2016.7448149 [url]
  • Alassane, B. A., Karim, K., Chervyakov, N. I., Deryabin, M. A., Babenko, M. G., Shabalina, M. N. Jitter calculation in Core IMS. Proceedings of the 2016 NW Russia Young Researchers in Electrical and Electronic Engineering Conference (EIConRusNW). Conference processing. 2016: 112-115. DOI: 10.1109/EIConRusNW.2016.7448134 [url]
  • Chervyakov, N. I., Babenko, M. G., Deryabin, M. A., Kucherov, N. N., Kuchukova, N. N. The EC-sequences on points of an elliptic curve realization using neural networks. Proceedings of the Second International Afro-European Conference for Industrial Advancement AECIA 2015. Conference processing. 2016: 147-154. DOI: 10.1007/978-3-319-29504-6_15 [url]
  • Chervyakov N.I., Babenko M.G., Deryabin M.A., Garianina A.I. The Development of Information Security's Theoretical Aspects In Cloud Technologies With The Use of Treshold Structures. International Conference "Engineering & Telecommunication En&T", November 26-28, 2014. Book of Abstracts. - Moscow - Dolgoprudny: MIPT, 2014: 149-151. DOI: 10.1109/EnT.2014.19 [url]
  • Chervyakov N.I., Babenko M.G., Deryabin M.A., Nazarov A.S. Cryptanalysis of secret sharing schemes based on spherical spaces. 2014 IEEE 8th International Conference on Application of Information and Communication Technologies - AICT2014. Conference processing. 2014: 11-15. DOI: 10.1109/ICAICT.2014.7035900 [url]

Others:

  • Chervyakov, N.I., Babenko M.G., Lyakhov P.A., Kiyashko Y.S., Deryabin M.A., 2014. Theoretic Development of Active Security Concept on Elliptical Curve. World Applied Sciences Journal, 30(11), 2014: 1566-1569. DOI: 10.5829/idosi.wasj.2014.30.11.14214 [pdf]