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Meleshko Alexey Viktorovich

Citizenship: Russia
Address academic (office):
St.Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences
39, 14th Liniya, St.-Petersburg, 199178, Russia
Tel.: +7-(812)-328-7181
Fax: +7-(812)-328-4450

Position: Junior research fellow

Meleshko Alexey Viktorovich, junior research fellow of Laboratory of Cybersecurity and Post-quantum Cryptography of the St. Petersburg Institute for Informatics and Automation of the Russian Academy of Science (Scientific advisor - Vasily Desnitsky).

E-mail: meleshko[AT]comsec[DOT]spb[DOT]ru
http://comsec.spb.ru/meleshko/

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Research interests

Information security, anomaly search, machine learning, cyber-physical systems, Arduino hardware platform, Python

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Academic background

  • 2012-2017 - St. Petersburg National Research University of Information Technologies, Mechanics and Optics, Department of “Design and security of computer systems”;
  • 2017-2019 - St. Petersburg National Research University of Information Technologies, Mechanics and Optics, Faculty of Information Technology Security;
  • 2017 – Awarded bachelor's degree in specialty 10.03.01 "Information Security";
  • 2019 – Awarded master's degree in specialty 10.04.01 "Information Security".

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Identifiers

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Patents and Programms

Programs and databases

2020

  1. Alexey Meleshko, Vasily Desnitsky Component for the input data generation for solving problems of detecting anomalies in a wireless sensor network. Certificate No. 2020665921. Registered in the Computer Program Registry 02.12.2020.

2019

  1. Alexey Meleshko, Vasily Desnitsky. Modeling protection of unmanned aerial vehicles from energy depletion attacks. Certificate No 2019664768. Registered in the Computer Program Registry 13.11.2019.
  2. Alexey Meleshko, Vasily Desnitsky. Modeling components of a Digital City system to counter energy depletion attacks. Certificate No 2019664767. Registered in the Computer Program Registry 13.11.2019.
  3. Vasily Desnitsky, Alexey Meleshko. Assessment of feasibility of energy depletion attacks on an unmanned aerial vehicle through modification of flight performance. Certificate No 2019665584. Registered in the Computer Program Registry 26.11.2019.

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Projects

Former Projects

  • Elena Doynikova (Principal Investigator). “Techniques of security assessment and response to cyber attacks in the industrial Internet of Things based on the ontology of security metrics and methods of intellectual analysis of big data”. Research grant # 19-07-01246 A of Russian Foundation of Basic Research, 2019-2021 (Researcher).
    Report-2019-19-07-01246-a-short.pdf [application/pdf] (215676 bytes)
    Report-2020-19-07-01246-a-short.pdf [application/pdf] (203097 bytes)
    Report-2021-19-07-01246-a-short.pdf [application/pdf ] (400195 bytes)
  • Vasiliy Desnitsky (Principal Investigator). “Models, techniques and algorithms for security analysis of software and hardware components of wireless sensor networks”. Research grant # 19-07-00953 A of Russian Foundation of Basic Research, 2019-2021 (Lead researher).
    Report-2019-19-07-00953-a-short.pdf [application/pdf] (195496 bytes)
    Report-2020-19-07-00953-a-short.pdf [application/pdf] (201695 bytes)
    Report-2021-19-07-00953-a-short.pdf [application/pdf ] (205488 bytes)
  • Igor Kotenko (Principal Investigator) – State Contract No. 05.607.21.0322 "Development of methods, models, algorithms and software tools based on detecting deviations in heuristics of ultra-high volume traffic to detect network attacks and protect against them". Project of Russian Ministry of Education and Science in scope of the Program "Research and development in priority directions of evolution of the scientific and technological complex of Russia on 2014-2020", 2019-2020 (Researcher).
    Report-FTP-Results-05.607.21.0322.pdf [application/pdf] (204912 bytes)
  • Vasily Desnitsky (Principal Investigator). Russian Federation Presidential Grant ¹ MK-5848.2018.9 "Modeling and analysis of cyber-physical energy exhaustion attacks on Internet of Things devices", 2018-2019 (Researcher).

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Main publications

Papers

2024

  1. E.S. Novikova, A.V. Meleshko. Methodology for evaluating the effectiveness of intrusion detection system based on federated learning // Informatization and communications. 2024. No. 2. pp. 100-108. DOI: 10.34219/2078-8320-2024-15-2-100-108 // https://www.elibrary.ru/item.asp?id=60775781 (in Russian).

2023

  1. A.V. Meleshko, V.A. Desnitsky. Echnique of attack detection in self-organizing decentralized wireless sensor networks // Scientific and Analytical journal "Bulletin of the St. Petersburg University of the State Fire Service of the Ministry of Emergency Situations of Russia". 2023. No. 3. pp. 63-74. DOI: 10.61260/2218-130X-2023-3-63-74 // https://elibrary.ru/item.asp?id=54765334 (in Russian).
  2. E.S. Novikova, I.V. Kotenko, A.V. Meleshko, k.E. Izrailov. federated learning based intrusion detection: system architecture and experiments // Issues of cybersecurity. 2023. No. 6 (58). pp. 50-66. DOI: 10.21681/2311-3456-2023-6-50-66 // https://elibrary.ru/item.asp?id=54966746 (in Russian).
  3. A.V. Meleshko. Analysis of the applicability of the theory of preparation and decision-making to ensure the security of wireless sensor networks // Bulletin of the St. Petersburg State University of Technology and Design. Series 1: Natural and Technical Sciences. 2023. 4. pp. 72-79. DOI: 10.46418/2079-8199_2023_4_14 (in Russian).
  4. A.V. Meleshko, V.A. Desnitsky. Modeling a self-organizing decentralized wireless sensor network with role-functioning for attack detection // Bulletin of the St. Petersburg State University of Technology and Design. Series 1: Natural and Technical Sciences. 2023. 3. pp. 63-69. DOI: 10.46418/2079-8199_2023_3_10 // https://www.elibrary.ru/item.asp?id=56006756 (in Russian).
  5. A.V. Meleshko. Construction of attack features for a self-organizing decentralized wireless sensor network// Information security of the regions of Russia // In the book: Information security of the regions of Russia (IBRR-2023). XIII St. Petersburg Interregional Conference. Conference materials. St. Petersburg, 2023. C. 93-95 // https://elibrary.ru/item.asp?id=60024746&pff=1 (in Russian).
  6. A.V. Meleshko. Approach to the role-based management of wireless sensor networks // In the book: Information security of the regions of Russia (IBRR-2023). XIII St. Petersburg Interregional Conference. Conference materials. St. Petersburg, 2023. pp. 95-97. // https://elibrary.ru/item.asp?id=60024748 (in Russian).

2022

  1. Elena Doynikova, Evgenia Novikova, Ivan Murenin, Maxim Kolomeec, Diana Gaifulina, Olga Tushkanova, Dmitry Levshun, Alexey Meleshko, Igor Kotenko. Security Measuring System for IoT Devices // Lecture Notes in Computer Science. 2022. Ò. 13106 LNCS. Ñ. 256-275. DOI: 10.1007/978-3-030-95484-0_16 // https://elibrary.ru/item.asp?id=48184836
  2. Alexey Meleshko, Anton Shulepov, Vasily Desnitsky, Evgenia Novikova. Visualization Assisted Approach to Anomaly and Attack Detection in Water Treatment Systems // July 2022Water 14(15):2342. DOI:10.3390/w14152342
  3. Alexey Meleshko, Vasily Desnitsky, Igor Kotenko. Simulation-based and Graph oriented Approach to Detection of Network Attacks // Conference: 2022 11th Mediterranean Conference on Embedded Computing (MECO), P.436-439. DOI:10.1109/MECO55406.2022.9797159
  4. E.V. Fedorchenko (Doynikova), E.S. Novikova, I.V. Kotenko, D.A. Gayfulina, O.N. Tushkanova, D.S. Levshun, A.V. Meleshko , I.N. Murenin, M.V. Kolomeets. The security and privacy measuring system for the internet of things devices // Cybersecurity issues. 2022. No. 5 (51). pp. 28-46. DOI: 10.21681/2311-3456-2022-5-28-46 // https://elibrary.ru/item.asp?id=50310106 (in Russian).
  5. A.V. Meleshko. Models and methods for proactive monitoring of the state of wireless sensor networks // Bulletin of the St. Petersburg State University of Technology and Design. Series 1: Natural and Technical Sciences. 2022. No. 1. pp. 52-58. DOI: 10.46418/2079-8199_2022_1_8 // https://elibrary.ru/item.asp?id=49266278 (in Russian).
  6. Alexey Meleshko, Vasily Desnitsky. Detecting attacks in self-organizing decentralized wireless sensor networks // In the collection: Mathematical and information modeling. materials of the All-Russian Conference of Young Scientists. Ministry of Science and Higher Education of the Russian Federation, Tyumen State University, Institute of Mathematics and Computer Science. Tyumen, 2022. pp. 276-281. https://www.elibrary.ru/item.asp?id=49518839 (in Russian).
  7. A.V. Meleshko. Data collection from sensors of a self-organizing decentralized wireless sensor network for security analysis // In the book: Regional Informatics (RI-2022). Jubilee XVIII St. Petersburg International Conference. Conference materials. Saint Petersburg, 2022. pp. 174-176. // https://elibrary.ru/item.asp?id=49977213 (in Russian).
  8. A.V. Meleshko. Proactive security monitoring of a self-organizing decentralized wireless sensor network // In the book: Regional Informatics (RI-2022). Jubilee XVIII St. Petersburg International Conference. Conference materials. Saint Petersburg, 2022. pp. 173-174. // https://elibrary.ru/item.asp?id=49977212 (in Russian).

2021

  1. Alexey Meleshko, Vasily Desnitsky, Igor Kotenko, Eugenia Novikova, A. Shulepov. Combined approach to anomaly detection in wireless sensor networks on example of water management system // Â ñáîðíèêå: 2021 10th Mediterranean Conference on Embedded Computing, MECO 2021. 10. 2021. Ñ. 9460237. DOI: 10.1109/MECO52532.2021.9460237 https://www.elibrary.ru/item.asp?id=47060214
  2. Alexey Meleshko, Vasily Desnitsky, Igor Kotenko. Approach to Anomaly Detection in Self-Organized Decentralized Wireless Sensor Network for Air Pollution Monitoring // MATEC Web of Conferences. 2021. 346 (03002). pp. 1-8. DOI: 10.1051/matecconf/202134603002 (WoS, Scopus, ïåðå÷åíü ÂÀÊ, ÐÈÍÖ)
  3. Alexey Meleshko, Anton Shulepov, Vasily Desnitsky, Eugenia Novikova. Integrated approach to revelation of anomalies in wireless sensor networks for water control cases // Computer tools in education. 2021. No. 1. pp. 58-67. DOI: 10.32603/2071-2340-2021-1-59-68 https://www.elibrary.ru/item.asp?id=47143926 (in Russian).
  4. Alexey Meleshko, Vasily Desnitsky. Anomaly revelation approach for decentralized mesh wireless sensor network for air pollution monitoring // Bulletin of the St. Petersburg State University of Technology and Design. Series 1: Natural and Technical Sciences. 2021. No. 3. pp. 9-14. DOI: 10.46418/2079-8199_2021_3_2 // https://elibrary.ru/item.asp?id=47695937 (in Russian).
  5. A.V. Meleshko. Attack model for a decentralized self-organizing wireless sensor network // XII St. Petersburg Interregional Conference "Information Security of Russian regions" (IBRR-2021). 2021. pp. 90-92 http://www.spoisu.ru/files/ibrr/ibrr2021/ibrr2021_materials.pdf // https://elibrary.ru/item.asp?id=49265524&pff=1 (in Russian).
  6. A.V. Meleshko. Approach to designing a safe self-organizing decentralized wireless sensor network // XII St. Petersburg Interregional Conference "Information Security of Russian Regions" (IBRR-2021). 2021. T 1. pp. 92-94 http://www.spoisu.ru/files/ibrr/ibrr2021/ibrr2021_materials.pdf // https://elibrary.ru/item.asp?id=49265523 (in Russian).
  7. E.V. Fedorchenko, A.V. Fedorchenko, E.S. Novikova, A.A. Branitsky, A.V. Meleshko, V.V. Puchkov. System for security assessment and counermeasure selection using semantic model of data and metrics // XII St. Petersburg Interregional Conference "Information Security of Russian Regions" (IBRR-2021). 2021. 1. pp. 102-103 http://www.spoisu.ru/files/ibrr/ibrr2021/ibrr2021_materials.pdf // https://www.elibrary.ru/item.asp?id=49265505 (in Russian).
  8. A.V. Meleshko. Analysis of attacking effects on the prototype of a wireless sensor network // Collection of materials of the IX International Scientific Conference dedicated to the 85th anniversary of Professor V.I. Potapov. 2021. pp. 260-262 http://fkn.univer.omsk.su/nauka/Conf/2021/IX_MCM_Conf_2021.pdf // https://elibrary.ru/item.asp?id=48737117 (in Russian).
  9. A.V. Meleshko. Building a prototype of a wireless sensor network for monitoring ambient air // Collection of materials of the IX International Scientific Conference dedicated to the 85th anniversary of Professor V.I. Potapov. 2021. pp. 257-259 http://fkn.univer.omsk.su/nauka/Conf/2021/IX_MCM_Conf_2021.pdf // https://elibrary.ru/item.asp?id=48737116 (in Russian).

2020

  1. Alexey Meleshko, Vasily Desnitsky, Igor Kotenko. Machine learning based approach to detection of anomalous data from sensors in cyber-physical water supply systems // Â ñáîðíèêå: IOP Conference Series: Materials Science and Engineering. International Conference on Modern Trends in Manufacturing Technologies and Equipment 2019, ICMTME 2019. 2020. Ñ. 033034. DOI: 10.1088/1757-899X/709/3/033034 // https://elibrary.ru/item.asp?id=43236220
  2. Meleshko A V, Desnitsky V A, Kotenko I V. Modeling attacks in self-organizing wireless sensor networks of smart cities // IOP Conference Series: Materials Science and Engineering. 2020. vol. 971. pp. 032077 DOI: 10.1088/1757-899X/971/3/032077 (WoS, Scopus, ÐÈÍÖ)
  3. A.V. Meleshko, V.A. Desnitsky, I.V. Kotenko. Modelling attacks in self-organizing wireless sensor networks of smart cities // IOP Conference Series: Materials Science and Engineering. Ñåð. "International Conference on Modern Trends in Manufacturing Technologies and Equipment, ICMTMTE 2020 - Materials Science" 2020. Ñ. 032077. DOI: 10.1088/1757-899X/971/3/032077 https://www.elibrary.ru/item.asp?id=45070170
  4. Vasily Desnitsky, Alexey Meleshko. Approach to modeling attacks in digital city’s self-organizing wireless sensor networks // Bulletin of the St. Petersburg State University of Technology and Design. Series 1 Natural and technical sciences. No. 3. P. 20-25. 2020. DOI: 10.46418/2079-8199_2020_3_3 // https://www.elibrary.ru/item.asp?id=44180589 (in Russian).
  5. E. V. Doynikova, A. V. Meleshko, A. V. Fedorchenko, YM. Êopchak System for selecting protection measures against ddos attacks // Methods and technical means of ensuring information security. 2020. No. 29. pp. 66-68. // https://www.elibrary.ru/item.asp?id=44017275 (in Russian).
  6. Vasily Desnitsky, Alexey Meleshko. Modeling attacks on self-organizing wireless sensor networks // IX International scientific-technical and scientific-methodical conference "Actual problems of infotelecommunications in science and education" (APINO-2020). February 26-27, 2020. Collection of scientific articles. Volume 1. SPb., 2020. P. 389-394.//https://www.elibrary.ru/item.asp?id=44604034 (in Russian).
  7. Vasily Desnitsky, Alexey Meleshko. Approach to detection of anomalous data in cyber-physical systems // Proceedings of the scientific seminar "Fundamental problems of management of production processes in the transition to Industry 4.0". P. 257-258. 2020. https://www.elibrary.ru/item.asp?id=44131878 (in Russian).
  8. A.V. Meleshko. Analysis of security of computer networks from attacks of failure to service // XVII St. Petersburg International Conference " Regional Informatics (RI-2020)". St. Petersburg, October 28-30, 2020, part 1., pp. 155-157 http://www.spoisu.ru/files/ri/ri2020/ri2020_materials_1.pdf // https://www.elibrary.ru/item.asp?id=49390768&pff=1 (in Russian).
  9. A.V. Meleshko. Software model for generating water supply management system security incidents // XVII St. Petersburg International Conference " Regional Informatics (RI-2020)". St. Petersburg, October 28-30, 2020, part 1., p. 157-159 http://www.spoisu.ru/files/ri/ri2020/ri2020_materials_1.pdf // https://elibrary.ru/item.asp?id=49390767 (in Russian).
  10. E. V. Doynikova, E. V. Chechulin, A.V. Meleshko Extended ontology of metrics for security assessment of industrial Internet of Things systems // Perspective directions of development of domestic information technologies: materials of the VI interregional scientific and practical conference, Sevastopol, September 22-26, 2020, ðð. 201-202. http://www.spoisu.ru/files/pnroit/pnroit-2020_materials.pdf // https://www.elibrary.ru/item.asp?id=45844811 (in Russian).
  11. A. V. Meleshko. Analysis of approaches to choose and evaluation countermeasures against attacks on computer networks // Perspective directions of development of domestic information technologies: materials of the VI Interregional scientific and practical conference, Sevastopol, September 22-26, 2020, pp. 191-192. http://www.spoisu.ru/files/pnroit/pnroit-2020_materials.pdf // https://www.elibrary.ru/item.asp?id=45844805 (in Russian).
  12. A.V. Meleshko. Analysis of modeling tools of wireless sensor networks // Perspective directions of development of domestic information technologies: materials of the VI Interregional scientific and practical conference, Sevastopol, September 22-26, 2020, pp. 193-194. http://www.spoisu.ru/files/pnroit/pnroit-2020_materials.pdf // https://www.elibrary.ru/item.asp?id=45844806 (in Russian).
  13. A.V. Meleshko. Detecting attacks in the water supply management system using machine learning // In the book: Mathematical and computer modeling. collection of materials of the VIII International Scientific Conference dedicated to the memory of A.L. Josefer. Omsk, 2020. pp. 249-251. // https://www.elibrary.ru/item.asp?id=45809227 (in Russian).
  14. A.V. Meleshko. An approach to generating data sets for modeling attacks in a water supply management system // In the book: Mathematical and computer modeling. collection of materials of the VIII International Scientific Conference dedicated to the memory of A.L. Josefer. Omsk, 2020. pp. 246-248. // https://www.elibrary.ru/item.asp?id=45809225 (in Russian).
  15. A.V. Meleshko. Practical implementation of an approach to detecting anomalies in cyber-physical systems // In the collection: DIGITAL REGION: EXPERIENCE, COMPETENCIES, PROJECTS. collection of articles of the III International Scientific and Practical Conference dedicated to the 90th anniversary of the Bryansk State University of Engineering and Technology. Bryansk, 2020. pp. 621-625. // https://www.elibrary.ru/item.asp?id=45793966 (in Russian).
  16. A.V. Meleshko. Analysis of approaches to revelation of violations in data of cyber-physical systems // In the collection: DIGITAL REGION: EXPERIENCE, COMPETENCIES, PROJECTS. collection of articles of the III International Scientific and Practical Conference dedicated to the 90th anniversary of the Bryansk State University of Engineering and Technology. Bryansk, 2020. pp. 617-620. // https://www.elibrary.ru/item.asp?id=45793965 (in Russian).
  17. A.V. Meleshko. Analysis of security of computer networks from attacks of failure to service // In the book: Regional Informatics (RI-2020). XVII St. Petersburg International Conference. Conference materials. St. Petersburg, 2020. pp. 155-157 // https://elibrary.ru/item.asp?id=49390768 (in Russian).

2019

  1. Vasily Desnitsky, Alexey Meleshko. Security analysis of software and hardware components in wireless sensor networks // Information Technology and Telecommunications. 2019. Vol. 7, No. 1. P. 75-83. https://www.sut.ru/doci/nauka/1AEA/ITT/2019_1/75-83.pdf 10.31854/2307-1303-2019-7-1-75-83 // https://elibrary.ru/item.asp?id=41382752 (in Russian).
  2. Alexey Meleshko, Vasily Desnitsky. Machine learning based approach to detection of anomalous data from sensors in ciber-physical water supply systems // Bulletin of the St. Petersburg State University of Technology and Design. Series 1 Natural and technical sciences. No. 4. P. 69-72. 2019. // https://elibrary.ru/item.asp?id=42485920 (in Russian).
  3. Aleksei Meleshko, Vasily Desnitsky // Data anomalies identification in ciber-physical water supply systems // XI Saint-Petersburg Interregional conference "Information security of regions of Russia (IBRR-2019)". Conference materials. Saint-Petersburg, October 23-25, 2019. P. 136-137 http://www.spoisu.ru/files/ibrr/ibrr2019/ibrr2019_materials.pdf // https://elibrary.ru/item.asp?id=46470466 (in Russian).
  4. Vasily Desnitsky, Nikolay Rudavin, Alexey Meleshko. Analysis of attacking effects of the Denial-of-Sleep type in cyber-physical systems // In the collection: New information technologies and systems. Collection of scientific articles of the XVI International Scientific and Technical Conference. 2019. pp. 216-218. https://www.elibrary.ru/item.asp?id=41508390 (in Russian).
  5. A.V. Meleshko, S.V. Savkov. Threat model and risk assessment methodology for a water supply management system // In the collection: Actual problems of infotelecommunications in science and education (APINO 2019). collection of scientific articles of the VIII International Scientific-technical and Scientific-methodological conference : in 4 t.. 2019. pp. 458-463. // https://elibrary.ru/item.asp?id=42505066 (in Russian).

2018

  1. Alexey Meleshko, Sergey Savkov. Risk assessment in cyberphysical systems under conditions of incomplete initial data // Almanac of scientific works of young scientists of ITMO University-2018 // XLVII scientific and educational-methodical conference of ITMO University, subject: Computer technologies and management, St. Petersburg, January 30-February 02, 2018 Vol. 1. P. 19-22. https://elibrary.ru/download/elibrary_41287906_35277840.pdf // https://elibrary.ru/item.asp?id=41287906 (in Russian).
  2. Alexey Meleshko, Vasily Desnitsky. Security Incident Modeling in a Water Supply Management System // In the collection: Actual problems of infotelecommunications in science and education (APINO 2018). VII International Scientific-technical and scientific-methodical conference. Collection of scientific articles. In 4 volumes. Edited by S.V. Bachevsky. 2018. pp. 301-306. https://www.sut.ru/doci/nauka/7apino/APINO%202018-T2.pdf // https://elibrary.ru/item.asp?id=35428316&pff=1 (in Russian).

2017

  1. Alexey Meleshko, Evgeny Chumak, Sergey Savkov. Assessment of risks: comparative analysis of approaches and methodologies // X St. Petersburg Interregional Conference "Information Security of the regions of Russia" (IBRR-2017). November 1-3, 2017.Proceedings. Issue 4. St. Petersburg: SPOISU. P. 420-421. http://www.spoisu.ru/files/riib/riib_4_2017.pdf // https://elibrary.ru/item.asp?id=35276268 (in Russian).

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+7-(812)-328-7181, +7-(812)-328-2642, ivkote[AT]comsec[DOT]spb[DOT]ru

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