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Zhernova Kseniia Nikolaevna

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: Senior research fellow

Zhernova Kseniia Nikolaevna, PhD, senior research fellow of Laboratory of Computer Security Problems of the St.Petersburg Federal Research Center of the Russian Academy of Sciences.

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

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Research interests
  • Data visualization in the field of information security. Human-Computer Interaction. Cryptography. Block Ciphers.

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Academic background
  • The Bonch-Bruevich Saint-Petersburg State University of Telecommunications (Faculty of Infocommunication Networks and Systems), BSc “Infocommunication Technologies and Communication Systems” (2012-2016), MSc “Infocommunication Technologies and Communication Systems” (2016-2018).

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Patents and Programms

Programs and databases

2020

  1. Ksenniia Zhernova, Maxim Kolomeec. Pie chart implementation component for displaying data in virtual and augmented reality. Certificate No 2020660603. Program Registry 08.09.2020.

  2. Andrey Chechulin, Igor Kotenko, Ksenia Zhernova. A component for detecting multi-step network attacks based on analytical modeling. Certificate No 2020660703. Program Registry 10.09.2020.

  3. Ksenia Zhernova, Igor Kotenko Software for the effectiveness evaluation of human-machine interaction based on touch screens. Certificate No. 2020665837. Registered in the Computer Program Registry 01.12.2020.

  4. Ksenia Zhernova Gesture recognition component for computer network security management. Certificate No. 2020665761. Registered in the Computer Program Registry 01.12.2020.

2019

  1. Maxim Kolomeets, Andrey Chechulin, Ksenia Zhernova. The system for the evaluation of user's visual perception in virtual reality. Certificate No 2019664065. Registered in the Computer Program Registry 30.10.2019.

  2. Ksenia Zhernova, Igor Kotenko. Touch interface for monitoring computer network security. Certificate No. 2019666536. Registered in the Computer Program Registry 11.12.2019.
  3. Ksenia Zhernova, Igor Kotenko. Multi-touch gesture recognition component for touch screen. Certificate No. 2019666461. Registered in the Computer Program Registry 10.12.2019.

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Projects

Former Projects

  • Andrey Chechulin (Principal Investigator). "Models, methods and algorithms of human-computer interaction for information security area". Research grant # 20-37-90130 "PhD students" of Russian Foundation of Basic Research, 2020-2023 (Lead researcher).
  • Andrey Chechulin (Principal Investigator). "Development of methods for vulnerabilities detection for human-computer interaction interfaces of the Smart City transport infrastructure". Research grant # 19-29-06099 of Russian Foundation of Basic Research, 2019-2022 (Researcher).
    Report-2020-29-06099-short.pdf [application/pdf] (147123 bytes)
    Report-2022-29-06099-short.pdf [application/pdf] (123421 bytes)
    Report-2023-29-06099-short.pdf [application/pdf] (0 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)
  • Igor Kotenko (Principal Investigator). "Visual analytics for information security: methods, models and applications". Research grant # 19-17-50173 of Russian Foundation of Basic Research, 2019-2020 (Researcher).

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Main publications

Papers

2024

  1. K.N. Zhernova. Rapid visualization of large arraysof heterogeneous data of cyber security events // Informatization and communications. 2024. No. 1. pp. 98-106. DOI: 10.34219/2078-8320-2024-15-98-106 // https://www.elibrary.ru/item.asp?id=60028824 (in Russian).
  2. K.N. Zhernova. Neural networks in the field of information security // In the collection: Actual problems of infotelecommunications in science and education (Apino 2024). Collection of scientific articles of the XIII International Scientific, technical and scientific-methodical conference in 4 volumes.. St. Petersburg, 2024. pp. 341-343 // https://elibrary.ru/item.asp?id=67337465&pff=1 (in Russian).
  3. K.N. Zhernova. A brief overview of neural network security issues // In the collection: Actual problems of infotelecommunications in science and education (Apino 2024). Collection of scientific articles of the XIII International Scientific, technical and scientific-methodical conference in 4 volumes.. St. Petersburg, 2024. p.344-346 // https://elibrary.ru/item.asp?id=67337396&pff=1 (in Russian).

2023

  1. Ksenia Zhernova, Andrey Chechulin. Security Evaluation Method for Perspective Types of Human-Computer Interfaces // Proceedings of the Seventh International Scientific Conference «Intelligent Information Technologies for Industry» (IITI’23). Lecture Notes in Networks and Systems. 2023. V. 776 (1), pp. 39-48. DOI: 10.1007/978-3-031-43792-2_4 // ISBN: 978-3-031-43788-5
  2. Maxim Kolomeets, Ksenia Zhernova, Andrey Chechulin. Analysis of threats to interfacesof unmanned vehicles // Informatization and communication. 2023. No. 3. P. 62-75. DOI: 10.34219/2078-8320-2023-14-3-62-75 // https://elibrary.ru/item.asp?id=54668228 (in Russian).
  3. K.N. Zhernova, A.A. Chechulin. Searching for anomalies in security data visualization using artificial neural networks 2023. 3. pp. 39-47. DOI: 10.46418/2079-8199_2023_3_6 // https://www.elibrary.ru/item.asp?id=56006752 (in Russian).
  4. K.N. Zhernova, A.A. Chechulin. Methods for searching for vulnerabilities in the unmanned transport environment of the "smart city" // Actual problems of infotelecommunications in science and education (APINO 2023). Collection of scientific articles. XII International Scientific-technical and scientific-methodical Conference. In 4 t .. Saint Petersburg, 2023. pp. 500-504. // https://elibrary.ru/item.asp?id=54033630 (in Russian).
  5. K.N. Zhernova. Designing a globally optimal human-computer interface // In the collection: Actual problems of infotelecommunications in science and education (APINO 2023). Collection of scientific articles. XII International Scientific-technical and scientific-methodical Conference. In 4 t .. Saint Petersburg, 2023. pp. 497-500 // https://elibrary.ru/item.asp?id=54033629 (in Russian).
  6. K.N. Zhernova, A.A. Chechulin. Methods for searching for vulnerabilities in the unmanned transport environment of the "smart city" // Actual problems of infotelecommunications in science and education (APINO-2023). XII International scientific-technical and scientific-methodological conference; collection of scientific articles in 4 volumes / Edited by S.I. Makarenko; comp. V.S. Elagin, E.A. Anikevich. – St. Petersburg: SPbGUT. 2023. 1. pp. 500-504 // https://elibrary.ru/item.asp?id=54033630&pff=1 (in Russian).
  7. K.N. Zhernova. Artificial neural network model for visual analysis of information security data //In the book: Information security of the regions of Russia (IBRR-2023). XIII St. Petersburg Interregional Conference. Conference materials. St. Petersburg, 2023. pp. 79-80.// https://elibrary.ru/item.asp?id=60024736 (in Russian).
  8. K.N. Zhernova. Problems of visual analysis of data in the field of information security using artificial neural networks // In the book: Information security of the regions of Russia (IBRR-2023). XIII St. Petersburg Interregional Conference. Conference materials. St. Petersburg, 2023. pp. 81-82. // https://elibrary.ru/item.asp?id=60024737 (in Russian).

2022

  1. Ksenia Zhernova, Andrey Chechulin. Overview of vulnerabilities of decision support interfaces based on virtual and augmented reality technologies // Lecture Notes in Networks and Systems. 2022. Ò. 330 LNNS. Ñ. 400-409. DOI: 10.1007/978-3-030-87178-9_40 // https://books.google.ru/books?id=NkVDEAAAQBAJ&printsec=frontcover&hl=ru#v=onepage&q&f=false // https://elibrary.ru/item.asp?id=47105497
  2. K.N. Zhernova, A.A. Chechulin. Algorithms for assessing the securityof the human-computer interface //Informatization and Communication. 2022. No. 4. pp. 56-66. DOI: 10.34219/2078-8320-2022-13-4-56-66 // https://elibrary.ru/item.asp?id=49811423 (in Russian).
  3. K.N. Zhernova. Models of human-computer interface in the field of information security //Bulletin of the St. Petersburg State University of Technology and Design. Series 1: Natural and Technical Sciences. 2022. No. 4. pp. 24-31. DOI: 10.46418/2079-8199_2022_4_4 // https://elibrary.ru/item.asp?id=50432296 (in Russian).
  4. Ksenia Zhernova, Konstantin Izrailov, Maxim Kolomeets, Dmitry Levshun, Andrey Chechulin. Conceptual model of the "system-operator" interaction interface based on visualization technologies that take into account the human cognitive apparatus // In the collection: Actual problems of infotelecommunications in science and education (APINO 2022). XI International Scientific-technical and scientific-methodical conference. St. Petersburg, 2022. pp. 460-463. // https://elibrary.ru/item.asp?id=49522737 (in Russian).
  5. Ksenia Zhernova,Andrey Chechulin. Methods for assessing the quality of human-computer interfaces for information security applications based on touch screens // In the collection: Actual problems of infotelecommunications in science and education (APINO 2022). XI International Scientific-technical and scientific-methodical conference. St. Petersburg, 2022. pp. 466-469. // https://elibrary.ru/item.asp?id=49522740 (in Russian).
  6. Ksenia Zhernova. Methods for assessing the security of human-computer interfaces for information security applications // In the collection: Actual problems of infotelecommunications in science and education (APINO 2022). XI International Scientific-technical and scientific-methodical conference. St. Petersburg, 2022. pp. 456-459. // https://elibrary.ru/item.asp?id=49522736 (in Russian).
  7. Ksenia Zhernova, Maxim Kolomeets. Vulnerabilities of visual interfaces "system - operator" in an unmanned transport environment // In the collection: Actual problems of infotelecommunications in science and education (APINO 2022). XI International Scientific-technical and scientific-methodical conference. St. Petersburg, 2022. pp. 463-466 // https://elibrary.ru/item.asp?id=49522739 (in Russian).
  8. K.N. Zhernova. Conceptual model of human-computer interfaces based on virtual reality technologies and touch screens // Materials of the conference "Information technologies in management" (ITU-2022). 15th multi-conference on management issues. Saint Petersburg, 2022. pp. 226-229. // https://elibrary.ru/item.asp?id=50211046 (in Russian).
  9. K.N. Zhernova. Architecture of the human-computer interface security assessment system //Regional Informatics (RI-2022). Jubilee XVIII St. Petersburg International Conference. Conference materials. Saint Petersburg, 2022. pp. 155-157. // https://elibrary.ru/item.asp?id=49977189 (in Russian).

2021

  1. Maxim Kolomeec, Ksenia Zhernova, Andrey Chechulin. Unmanned Transport Environment Threats // Proceedings of 15th International Conference on Electromechanics and Robotics "Zavalishin's Readings". April 15-18, 2020, Ufa, Russia // Smart Innovation, Systems and Technologies. Springer 2021, Vol. 187. – P. 395-408. 2021. DOI:10.1007/978-981-15-5580-0_32 // https://elibrary.ru/item.asp?id=45282366 (ÐÈÍÖ, Scopus)
  2. Igor Kotenko, Maxim Kolomeec, Ksenia Zhernove, Andrey Chechulin. Visual analytics for information security: areas of application, tasks, visualization models // Cybersecurity issues.¹ 4(44). 2021. pp. 2-15. URL: http://dx.doi.org/10.21681/2311-3456-2021-4-2-15 // https://elibrary.ru/item.asp?id=46331128 (in Russian).
  3. Igor Kotenko, Maxim Kolomeec, Ksenia Zhernove, Andrey Chechulin. Visual analytics for information security: efficiency assessment and analysis of visualization methods // Cybersecurity issues. ¹ 6(46). 2021. pp. 36-46. DOI: 10.21681/2311-3456-2021-6-36-45 // https://elibrary.ru/item.asp?id=47327011 (in Russian).
  4. Ksenia Zhernove. The use of virtual reality interfaces in the field of information security // Informatization and communications. 2021. 2. pp. 118-127. DOI: 10.34219/2078-8320-2021-12-2-118-127 // https://elibrary.ru/item.asp?id=45571989 (in Russian).
  5. Ksenia Zhernove, Maxim Kolomeets. Vulnerabilities of "Operator - artificial intelligence" interfaces in an unmanned transport environment // X Anniversary International scientific-technical and scientific-methodological conference "Actual problems of infotelecommunications in science and education" (APINO 2021) pp. 387-390 // https://elibrary.ru/item.asp?id=46275432 (in Russian).
  6. Maxim Kolomeets, Ksenia Zhernove, Andrey Chechulin. Conceptual model of system-user interface of unmanned vehicle environment in a smart city // XII St. Petersburg Interregional Conference "Information Security of the regions of Russia" (IBRR-2021) p. 86. http://spoisu.ru/files/ibrr/ibrr2021/ibrr2021_materials.pdf. // https://elibrary.ru/item.asp?id=49265527 (in Russian).
  7. Ksenia Zhernova. Methodology for designing human-computer interfaces for information security applications // In the collection: Actual problems of infotelecommunications in science and education. collection of scientific articles: in 4 volumes. St. Petersburg State University of Telecommunications named after Prof. M.A. Bonch-Bruevich. St. Petersburg, 2021. Vol.1, pp. 384-387. // https://elibrary.ru/item.asp?id=46275431 (in Russian).
  8. K.N. Zhernova, A.A. Chechulin. Overview of security threats for modern interfaces // XII St. Petersburg Interregional Conference "Information Security of Russian regions" (IBRR-2021). 2021. T 1. pp. 82-83 http://www.spoisu.ru/files/ibrr/ibrr2021/ibrr2021_materials.pdf // https://elibrary.ru/item.asp?id=49241015 (in Russian).
  9. K.N. Zhernova. Secure interface to control device type «Smart mirror» // XII St. Petersburg Interregional Conference "Information Security of Russian regions" (IBRR-2021), pp. 81-82 http://www.spoisu.ru/files/ibrr/ibrr2021/ibrr2021_materials.pdf // https://elibrary.ru/item.asp?id=49241016 (in Russian).

2020

  1. Ksenia Zhernova, Maxim Kolomeets, Igor Kotenko, Andrey Chechulin. Adaptive Touch Interface: Application for Mobile Internet Security // Communications in Computer and Information Science (ñì. â êíèãàõ). Springer, Singapore, 2020. Vol. 1121. P. 53–72. DOI: 10.1007/978-981-15-9609-4_5 // https://elibrary.ru/item.asp?id=45172903
  2. Maxim Kolomeets, Andrey Chechulin, Ksenia Zhernova, Igor Kotenko, Diana Gaifulina. Augmented reality for visualizing security data for cybernetic and cyberphysical systems // Proceedings-2020 28th Euromicro International Conference on Parallel, Distributed and Network-Based Processing (PDP), March 11-13, 2020, Vasteras, Sweden. P. 421-428. DOI: 10.1109/PDP50117.2020.00071 // https://elibrary.ru/item.asp?id=43284316
  3. Ksenia Zhernova, Maxim Kolomeets, Igor Kotenko, Andrey Chechulin. Use of adaptive touch interface in information security applications // Cybersecurity issues. 2020. No. 1 (35). P. 18-28. DOI: 10.21681/2311-3456-2020-01-18-28 // https://elibrary.ru/item.asp?id=42739002 (in Russian).
  4. Ksenia Zhernova. Trends and challenges of the human-machine interfaces naturality development // Informatization and communication. 2020. ¹ 2. P. 84-95. DOI: 10.34219/2078-8320-2020-11-2-84-95 // https://elibrary.ru/item.asp?id=42976418 (in Russian).
  5. Ksenia Zhernova, Maxim Kolomeets. Review of methods for evaluating the efficiency of visual analytics systems // Actual problems of infotelecommunications in science and education (APINO 2020). IX International Scientific, Technical and Scientific Methodological Conference. February 26-27, 2020. St. Petersburg. Vol.1, P. 463-466 // https://elibrary.ru/item.asp?id=44604048 (in Russian).
  6. Maxim Kolomeets, Ksenia Zhernova. Virtual reality in visual analysis of graphs // Actual problems of infotelecommunications in science and education (APINO 2020). IX International Scientific, Technical and Scientific Methodological Conference. February 26-27, 2020. St. Petersburg. Vol.1 P. 460-462 // https://elibrary.ru/item.asp?id=44604047 (in Russian).
  7. Yu. E. Bakhtin, S. N. Bushuev, D. A. Gaifulina, K. N. Zhernova, A. Yu. Ivanov, V. I. Komashinsky, I. V. Kotenko Methods of experimental evaluation of the effectiveness of human-computer interaction in visual analytics // IX International scientific-technical and scientific-methodological conference "Actual problems of infotelecommunications in science and education" (APINO-2020)". February 26-27, 2020. Collection of scientific articles. 2020. Vol. 1. Ð. 120-123 // https://elibrary.ru/item.asp?id=44603978 (in Russian).
  8. K. N. Zhernova, N. A. Komashinsky, I. V. Kotenko. Models of visual human-computer interaction with the network of devices in the Internet of things // IX International scientific-technical and scientific-methodological conference " Actual problems of infotelecommunications in science and education "(APINO-2020)". February 26-27, 2020. Collection of scientific articles. 2020. Vol. 1. P. 466-470.// https://elibrary.ru/item.asp?id=44604049 (in Russian).
  9. K. N. Zhernova, D. A. Gaifulina, A. Yu. Ivanov, V. I. Komashinsky. Mobile network visualization data Management using touch screens // XVII St. Petersburg International Conference " Regional Informatics (RI-2020)". St. Petersburg, October 28-30, 2020, part 1., pp. 138-139 http://www.spoisu.ru/files/ri/ri2020/ri2020_materials_1.pdf // https://elibrary.ru/item.asp?id=49390759 (in Russian).
  10. M. V. Kolomeets, K. N. Zhernova. Visual analysis of social network bots in augmented reality // XVII St. Petersburg International Conference " Regional Informatics (RI-2020)". St. Petersburg, October 28-30, 2020, part 1., pp. 141-142 http://www.spoisu.ru/files/ri/ri2020/ri2020_materials_1.pdf // https://elibrary.ru/item.asp?id=49390757 (in Russian).
  11. K. N. Zhernova, I. V. Kotenko, A. A. Chechulin. Evaluation methodology of gestural interfaces for computer security management // Perspective directions of development of domestic information technologies: materials of the VI interregional scientific and practical conference, Sevastopol, September 22-26, 2020, ðð. 219-220. http://www.spoisu.ru/files/pnroit/pnroit-2020_materials.pdf // https://elibrary.ru/item.asp?id=45844820 (in Russian).
  12. K. E. Izrailov, K. N. Zhernova. Intellectual methods of classification of a smart city transport infrastructure // Perspective directions of development of domestic information technologies: materials of the VI Interregional scientific and practical conference, Sevastopol, September 22-26, 2020, pp. 160-161 http://www.spoisu.ru/files/pnroit/pnroit-2020_materials.pdf // https://elibrary.ru/item.asp?id=45844789 (in Russian).
  13. K. N. Zhernova Evaluation method of visualization models for computer security systems // Perspective directions of development of domestic information technologies: materials of the VI Interregional scientific and practical conference, Sevastopol, September 22-26, 2020, pp. 221-222. http://www.spoisu.ru/files/pnroit/pnroit-2020_materials.pdf // https://elibrary.ru/item.asp?id=45844821 (in Russian).

2019

  1. Ksenia Zhernova, Andrey Chechulin. Data visualization models and algorithms for identification and counteraction of inappropriate information // Perspective directions of development of domestic information technologies: materials of the V Interregional scientific and practical conference. Sevastopol, September 24-28, 2019 P. 325-327. // https://elibrary.ru/item.asp?id=42944630 (in Russian).
  2. Igor Kotenko, Andrey Chechulin, Ksenia Zhernova. Comparison of realizations of gestural interfaces for network security management // Perspective directions of development of domestic information technologies: materials of the V Interregional scientific and practical conference. Sevastopol, September 24-28, 2019 (collection of conference abstracts) P. 329-330. // https://elibrary.ru/item.asp?id=42944632 (in Russian).
  3. L.A. Vitkova, V.A. Desnitsky, K.N. Zhernova, A.A. Chechulin. Review of human-computer interaction for network security // VIII International scientific-technical and scientific-methodological Conference "Actual problems of infotelecommunications in science and education" (APINO 2019). St. Petersburg, February 27-28, 2019 (collection of scientific articles) T. 1, p. 218-223 https://www.sut.ru/doci/nauka/1AEA/APINO/8-APINO%202019.%20Ò.1.pdf // https://www.elibrary.ru/item.asp?id=41383526 (in Russian).
  4. Ksenia Zhernova, Andrey Chechulin. Data visualization models and algorithms for identification and counteraction of inappropriate information // The V interregional scientific and practical conference "Perspective directions of development of domestic information technologies". September 24-28, 2019, Russia, Sevastopol. pp. 325-327. // https://elibrary.ru/item.asp?id=42944630 (in Russian).
  5. Ksenia Zhernova, Maxim Kolomeets, Andrey Chechulin. Review of Human-machine Interaction Methods in Systems for Counteracting Doubtful and Undesirable Information. // VIII International scientific-technical and scientific-methodological Conference "Actual problems of infotelecommunications in science and education" (APINO 2019). St. Petersburg, February 27-28, 2019 (collection of scientific articles) Vol. 1. pp. 449-454. https://www.sut.ru/doci/nauka/1AEA/APINO/8-APINO%202019.%20Ò.1.pdf // https://elibrary.ru/item.asp?id=41383572 (in Russian).
  6. I.V. Kotenko, K.N. Zhernova. Visual model of a computer network with support for a gesture control interface // Promising directions of development of domestic information technologies. materials of the V interregional scientific and practical conference. Sevastopol State University; St. Petersburg Institute of Informatics and Automation of the Russian Academy of Sciences. Sevastopol, 2019. pp. 327-328.// https://elibrary.ru/item.asp?id=42944631 (in Russian).
  7. M.V. Kolomiets, A.A. Chechulin, K.V. Zhernova. Usage of graph algorithms for social networks analysis // Information security of the regions of Russia (IBRR-2019). XI St. Petersburg Interregional Conference, Information Security of the regions of Russia (IBRR-2019). XI St. Petersburg Interregional Conference. St. Petersburg, October 23-25, 2019: Conference proceedings. / TO SPOIS. St. Petersburg, 2019. C. 128-129 http://www.spoisu.ru/files/ibrr/ibrr2019/ibrr2019_materials.pdf // https://elibrary.ru/item.asp?id=56959336 (in Russian).

2016

  1. K.N. Zhernova, T.N. Starkova. Prospects of video call development // Current directions of scientific research: from theory to practice. 2016. No. 2-2 (8). pp. 28-32. // https://elibrary.ru/item.asp?id=26018058 (in Russian).
  2. K.N. Zhernova, V.I. Korzhik. Comparison of new russian federation block cipher standard (gost r 34.12-2015) with known before block ciphers and estimation of this hardware implemented standard breaking on // In the collection: Actual problems of infotelecommunications in science and education. collection of scientific articles of the V International scientific-technical and scientific-methodical conference. 2016. pp. 363-368.// https://elibrary.ru/item.asp?id=27296334 (in Russian).

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