Papers
Identifiers
ScopusID: 57188709007
Google scholar: u0v0SlsAAAAJ
ORCID ID: 0000-0002-7873-2733
ResearcherID: F-8621-2017
SPIN-code: 1780-9045 (http://elibrary.ru/)
eLIBRARY ID: 840340
Almost all my journal and conference papers + preprints are available via ResearchGate
Papers in English
2023
Maxim Kolomeets, Rebecca Owens, Han Wu, Anton Kalyuzhnyy, David Lam, Maryam Mehrnezhad, Ben Farrand, Lei Shi // paper title omitted during review process
(under review)Maxim Kolomeets, Olga Tushkanova, Vasily Desnitsky, Lidia Vitkova, Andrey Chechulin. Experimentsl evaluation: can humans recognise social media bots? // Big Data and Cognitive Computing, Vol. 8(3):24, 2024, pp. 1-12, doi: 10.3390/bdcc8030024.
https://www.mdpi.com/2504-2289/8/3/24
[ResearchGate]Nicolay Rusnachenko, Huizhi Liang, Maksim Kalameyets, Lei Shi. ARElight: Context Sampling of Large Texts for Deep Learning Relation Extraction // 46th European Conference on Information Retrieval (ECIR), 2024.
(accepted)Maxim Kolomeets, Lei Shi. Leveraging Machine Learning and Russian Social Media Data to Expose Censorship and Public Opinion Bias in the Russian-Ukrainian War // 9th International Workshop on Mining Actionable Insights from Social Networks (MAISoN 2023) co-located with The 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023), Macao, 2023.
[video]Maxim Kolomeets, Han Wu, Lei Shi, Aad van Moorsel. The Face of Deception: The Impact of AI-Generated Photos on Malicious Social Bots.
(preprint) (under review - IEEE Transactions on Computational Social Systems)
[ResearchGate]Andrey Chechulin, Maxim Kolomeets. From Detection to Dissection: Unraveling Bot Characteristics in the VKontakte Social Network // 2024 16th International Conference on COMmunication Systems & NETworkS (COMSNETS), MINDS Workshop, Bengaluru, India, 2024, pp. 159-164, doi: 10.1109/COMSNETS59351.2024.10427530.
(best paper award)
https://ieeexplore.ieee.org/document/10427530
Maxim Kolomeets, Vasily Desnitsky, Igor Kotenko, Andrey Chechulin. Graph Visualization: Alternative Models Inspired by Bioinformatics // Sensors, Vol. 23(7):3747, 2023.
DOI: 10.3390/s23073747
https://www.mdpi.com/1424-8220/23/7/3747
Shola Olabod, Rebecca Owens, Viana Nijia Zhang, Jehana Copilah-Ali, Maxim Kolomeets, Han Wu, Shrikant Malviya,Karolina Markeviciute, Tasos Spiliotopoulos, Cristina Neesham, Lei Shi, Deborah Chambers. Complex Online Harms and the Smart Home: A Scoping Review // Future Generation Computer Systems, 2023.
DOI: 10.1016/j.future.2023.08.019
https://www.sciencedirect.com/science/article/pii/S0167739X23003199
[ResearchGate]
Maxim Kolomeets, Andrey Chechulin. Social bot metrics // Social Network Analysis and Mining. Vol. 13(36). 2023.
DOI:10.1007/s13278-023-01038-3
https://link.springer.com/article/10.1007/s13278-023-01038-3
[ResearchGate]
2022
Igor Kotenko, Igor Saenko, Andrey Chechulin, Lidia Vitkova, Maxim Kolomeets, Igor Zelichenok, Maxim Melnik, Denis Makrushin, Nikita Petrevich. Detection of anomalies and attacks in container systems: an integrated approach based on black and white lists // Intelligent Information Technologies for Industry (IITI-2022). Istanbul, Turkey. October 31 - November 6, 2022.
DOI:10.1007/978-3-031-19620-1_11
https://link.springer.com/chapter/10.1007/978-3-031-19620-1_11
[ResearchGate]Lidia Vitkova, Maxim Kolomeets, Andrey Chechulin. Taxonomy and bot threats in social networks // Russian Automation Conference (RUSAUTOCON-2022). Sochi, Russia. 2022. pp. 814-819
DOI: 10.1109/RusAutoCon54946.2022.9896268
https://ieeexplore.ieee.org/document/9896268
[ResearchGate]Maxim Kolomeets, Andrey Chechulin. Technique for investigating attacks on a company's reputation on a social media platform // Intelligent Distributed Computing XV. IDC 2022. Studies in Computational Intelligence, vol 1089. Springer, Cham. Bremen, Germany. 2022.
DOI: 10.1007/978-3-031-29104-3_26
https://link.springer.com/chapter/10.1007/978-3-031-29104-3_26
[ResearchGate]Elena Doynikova, Evgenia Novikova, Ivan Murenin, Maxim Kolomeets, Diana Gaifulina, Olga Tushkanova, Dmitry Levshun, Alexey Meleshko, Igor Kotenko. Security Measuring System for IoT Devices // Proceedings of the 4th International Workshop on Attacks and Defenses for Internet-of-Things (ADIoT 2021). LNCS, Vol. 13106, 2021 // In book: Computer Security. ESORICS 2021 International Workshops. pp.256-275.
DOI: 10.1007/978-3-030-95484-0_16
https://link.springer.com/chapter/10.1007/978-3-030-95484-0_16
[ResearchGate]
2021
Maxim Kolomeets, Andrey Chechulin, Igor Kotenko. Bot detection by friends graph in social networks // Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications (JoWUA). 2, 12. 2021. pp. 141-159.
DOI: 10.22667/JOWUA.2021.06.30.141
http://jowua.com/vol12no2.php
[ResearchGate]Yannick Chevalier, Florian Fenzl, Maxim Kolomeets, Roland Rieke, Andrey Chechulin, Christoph Kraus. Cyberattack detection in vehicles using characteristic functions, artificial neural networks, and visual analysis // Informatics and Automation 2021. Vol. 20. № 4. С. 845-868.
DOI: 10.15622/ia.20.4.4
http://ia.spcras.ru/index.php/sp/article/view/15028
[ResearchGate]Maxim Kolomeets, Olga Tushkanova, Dmitry Levshun, Andrey Chechulin. Camouflaged bot detection using the friend list // Proceedings - 29th Euromicro International Conference on Parallel, Distributed and Network-Based Processing, PDP 2021 Virtual, Valladolid, 10–12 march 2021. pp. 253-259.
DOI: 10.1109/PDP52278.2021.00048
https://ieeexplore.ieee.org/document/9407191
[ResearchGate]Kolomeets Maxim, Chechulin Andrey. Analysis of the Malicious Bots Market // 2021 29th Conference of Open Innovations Association (FRUCT). 2021. № 29, pp. 199-205.
DOI: 10.23919/FRUCT52173.2021.9435421
https://ieeexplore.ieee.org/document/9435421
[ResearchGate]Maxim Kolomeets, 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://link.springer.com/chapter/10.1007/978-981-15-5580-0_32
[ResearchGate]
2020
Kolomeets Maxim, Levshun Dmitry, Soloviev Sergei, Chechulin Andrey, Kotenko Igor. Social networks bot detection using Benford’s law // SIN 2020: 13th International Conference on Security of Information and Networks November 2020 Р. 3433589.
DOI: 10.1145/3433174.3433589
https://dl.acm.org/doi/10.1145/3433174.3433589
[ResearchGate]Lidia Vitkova, Igor Kotenko, Maxim Kolomeets, Olga Tushkanova, Andrey Chechulin. Hybrid Approach for Bots Detection in Social Networks Based on Topological, Textual and Statistical Features // 4nd International Scientific Conference “Intelligent information technologies for industry” (IITI’19), December 2-7, 2019, Ostrava-Prague, Czech Republic // Advances in Intelligent Systems and Computing, Springer. 2020. vol.1156 AISC . P.412-421.
DOI:10.1007/978-3-030-50097-9_42
https://link.springer.com/chapter/10.1007/978-3-030-50097-9_42
[ResearchGate]Lidia Vitkova, Maxim Kolomeets. Approach to Identification and Analysis of Information Sources in Social Networks //13th International Symposium on Intelligent Distributed Computing (IDC 2019), Saint-Petersburg, Russia, 7-9 October 2019. // Studies in Computational Intelligence 2020. Vol. 868 pp. 285-293.
DOI: 10.1007/978-3-030-32258-8_34
https://link.springer.com/chapter/10.1007/978-3-030-32258-8_34
[ResearchGate]Ksenia Zhernova, Maxim Kolomeets, Igor Kotenko, Andrey Chechulin. Adaptive Touch Interface: Application for Mobile Internet Security // Communications in Computer and Information Science. Springer, Singapore, 2020. Vol. 1121. P. 53–72.
DOI: 10.1007/978-981-15-9609-4_5
https://link.springer.com/chapter/10.1007/978-981-15-9609-4_5
[ResearchGate]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://ieeexplore.ieee.org/document/9092352
[ResearchGate]
2019
Maxim Kolomeets, Andrey Chechulin, and Igor Kotenko. Social networks analysis by graph algorithms on the example of the VKontakte social network // Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications, 2019, Vol. 10, No. 2, P. 55-75.
DOI: 10.22667/JOWUA.2019.06.30.055
http://jowua.com/vol10no2.php
[ResearchGate]Ivo Berger, Roland Rieke, Maxim Kolomeets, Andrey Chechulin, Igor Kotenko. Comparative study of machine learning methods for in-vehicle intrusion detection // 4th International Workshop on the Security of Industrial Control Systems and Cyber-Physical Systems, CyberICPS 2018 and 2nd International Workshop on Security and Privacy Requirements Engineering (SECPRE 2018) held in conjunction with 23rd European Symposium on Research in Computer Security (ESORICS 2018). Barcelona, Spain, 6-7 September 2018 // Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 11387 LNCS, 2019. P. 85-101.
DOI: 10.1007/978-3-030-12786-2_6
https://link.springer.com/chapter/10.1007/978-3-030-12786-2_6
[ResearchGate]Maxim Kolomeets, Amira Benachour, Didier El Baz, Andrey Chechulin, Martin Strecker, and Igor Kotenko. Reference architecture for social networks graph analysis // Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications, 2019, Vol. 10, No. 4, P. 109-125.
DOI: 10.22667/JOWUA.2019.12.31.109
http://jowua.com/vol10no4.php
[ResearchGate]Maxim Kolomeets, Andrey Chechulin, Igor Kotenko, Martin Strecker. Voronoi maps for planar sensor networks visualization // 2nd International Symposium on Mobile Internet Security (MobiSec 2017). Jeju Island, South Korea, 19-22 October 2017. Communications in Computer and Information Science, Vol. 971, 2019. P. 96-109.
DOI: 10.1007/978-981-13-3732-1_7
https://link.springer.com/chapter/10.1007/978-981-13-3732-1_7
[ResearchGate]Maxim Kolomeets, Andrey Chechulin, Igor Kotenko, Igor Saenko. Access Control Visualization Using Triangular Matrices // Proceedings of the 27th Euromicro International Conference on Parallel, Distributed and network-based Processing (PDP 2019). Pavia, Italy, February 13-15, 2019. Los Alamitos, California. IEEE Computer Society. 2019. P.348-355.
DOI: 10.1109/EMPDP.2019.8671578
https://ieeexplore.ieee.org/document/8671578
[ResearchGate]
2018
Maxim Kolomeets, Andrey Chechulin, Igor Kotenko, Yannick Chevalier. A visual analytics approach for the cyber forensics based on different views of the network traffic // Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications, 2018, Vol. 9, No. 2, P. 57-73.
DOI: 10.22667/JOWUA.2018.06.30.057
https://jowua.com/article-category/issue-2-volume-9/
[ResearchGate]Andrey Chechulin, Maxim Kolomeets, Igor Kotenko. Visual analytics for improving efficiency of network forensics: account theft investigation // Journal of Physics: Conference Series, IOP Publishing. 1069(1):012062, 2018. 8 p.
DOI: 10.1088/1742-6596/1069/1/012062
https://iopscience.iop.org/article/10.1088/1742-6596/1069/1/012062
[ResearchGate]Maxim Kolomeets, Andrey Chechulin, Igor Kotenko. Visual analysis of CAN bus traffic injection using radial bar charts // Proceedings - 2018 IEEE Industrial Cyber-Physical Systems, ICPS 2018 // The 1st IEEE International Conference on Industrial Cyber-Physical Systems (ICPS2018). Saint Petersburg, Russia, May 15-18, 2018. P.841-846.
DOI: 10.1109/ICPHYS.2018.8390816.
https://ieeexplore.ieee.org/abstract/document/8390816/
[ResearchGate]Maxim Kalameyets, Andrey Chechulin, Igor Kotenko. The technique of structuring social network graphs for visual analysis of user groups to counter inappropriate, dubious and harmful information // 2nd International Scientific-Practical Conference Fuzzy Technologies in the Industry (FTI 2018), October 23-25, 2018, Ulyanovsk, Russia, P.87-95
http://ceur-ws.org/Vol-2258/paper12.pdf
[ResearchGate]
2017
Maxim Kolomeets, Gustavo Gonzalez-Granadillo, Elena Doynikova, Andrey Chechulin, Igor Kotenko, and Herve Debar. Choosing models for security metrics visualization // Computer Network Security. Lecture Notes in Computer Science, Springer-Verlag. The 2017 7th International Conference on Mathematical Methods, Models and Architectures for Computer Networks Security (MMM-ACNS-2017). August 28-30, 2017, Warsaw, Poland Vol.10446. P.75–87.
DOI: 10.1007/978-3-319-65127-9_7
https://link.springer.com/chapter/10.1007/978-3-319-65127-9_7
[ResearchGate]
2016
Maxim Kolomeets, Andrey Chechulin, Anton Pronoza, and Igor Kotenko. Technique of Data Visualization: Example of Network Topology Display for Security Monitoring // Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications (JoWUA), March, 2016. Vol.7, No.1, P. 58-78. (Scopus) eLIBRARY ID: 27150813 http://isyou.info/jowua/papers/jowua-v7n1-4.pdf
DOI: 10.22667/JOWUA.2016.03.31.058
http://jowua.com/vol7no1.php
[ResearchGate]Maxim Kolomeets, Andrey Chechulin, Igor Kotenko. Visualization Model for Monitoring of Computer Networks Security Based on the Analogue of Voronoi Diagrams. The International Cross Domain Conference and Workshop (CD-ARES 2016). August 31- September 2, 2016. Salzburg, Austria. F. Buccafurri et al. (Eds.): CD-ARES 2016, LNCS 9817, P.141–157, 2016.
DOI: 10.1007/978-3-319-45507-5_10
https://link.springer.com/chapter/10.1007/978-3-319-45507-5_10
[ResearchGate]Vasily Desnitsky, Andrey Chechulin, Igor Kotenko, Dmitry Levshun, Maxim Kolomeets. Application of a Technique for Secure Embedded Device Design Based on Combining Security Components for Creation of a Perimeter Protection System // 24th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP 2016). Heraklion, Crete,2016 February 17-19. IEEE Computer Society P.609-616.
DOI: 10.1109/PDP.2016.99
https://ieeexplore.ieee.org/document/7445398
[ResearchGate]
2015
Maxim Kolomeets, Andrey Chechulin and Igor Kotenko. Methodological Primitives for Phased Construction of Data Visualization Models. Journal of Internet Services and Information Security (JISIS), Vol.5, No.4, November, 2015. P.60-84.
DOI: 10.22667/JISIS.2015.11.31.060
http://www.jisis.org/vol5no4.php
[ResearchGate]
Papers in Russian
2023
Maxim Kolomeets, Andrey Chechulin. Metrics of malicious social bots // Proceedings of Telecommunication Universities. 2023. No. 9 (1). P. 94-104. https://tuzs.sut.ru/jour/article/view/442 (In Russian)
2022
Elena Fedorchenko, Evgenia Novikova, Igor Kotenko, Diana Gaifulina, Olga Tushkanova, Dmitry Levshun, Alexey Meleshko, Ivan Murenin, Maxim Kolomeec. The security and privacy measuring system for the internet of things devices // Cybersecurity issues. 2022. No. 5 (51). P. 28-46. https://cyberrus.com/wp-content/uploads/2022/11/28-46-551-22_3.-Fedorchenko.pdf (In Russian)
Maxim Kolomeets. Assessing a person's ability to detect social media bots // Ruscripto2022. https://www.ruscrypto.ru/accociation/archive/rc2022.html (in Russian).
Maxim Kolomeets. Analysis of feature informativity for bot detection in social networks. XI International scientific-technical and scientific-methodological conference "Actual problems of infotelecommunications in science and education" (APINO 2022). (In Russian)
Maxim Kolomeets. Visual model of computer network attack graph. XI International scientific-technical and scientific-methodological conference "Actual problems of infotelecommunications in science and education" (APINO 2022). (In Russian)
2021
Igor Kotenko, Maxim Kolomeec, Ksenia Zhernove, Andrey Chechulin. Visual analytics for information security: applications, tasks and visualization models // Cybersecurity issues.№ 4(44). 2021. pp. 2-15. URL: http://dx.doi.org/10.21681/2311-3456-2021-4-2-15. eLIBRARY ID: 46331128 (in Russian).
Igor Kotenko, Maxim Kolomeec, Ksenia Zhernove, Andrey Chechulin. Visual analytics for information security: efficiency assessment and analysis of visualization methods // Cybersecurity issues. № 6(46). 2021. pp. 36-46. DOI: 10.21681/2311-3456-2021-6-36-45. URL: https://cyberrus.com/wp-content/uploads/2021/11/36-46-646-21_4.-Kotenko.pdf eLIBRARY ID: 47327011 (in Russian).
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. URL: https://www.sut.ru/doci/nauka/1AEA/APINO/10-APINO-2021.%20T.1.pdf. eLIBRARY ID: 46275432 (in Russian).
Maxim Kolomeets. Analysis of statistical features of social media profiles for bot detection // X Anniversary International scientific-technical and scientific-methodological conference "Actual problems of infotelecommunications in science and education" (APINO 2021) pp. 509-512. eLIBRARY ID: 46275456 (in Russian).
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" (IBRD-2021) p. 86. http://spoisu.ru/files/ibrr/ibrr2021/ibrr2021_materials.pdf. eLIBRARY ID: 48275867 (in Russian).
Maxim Kolomiets. Social network bots market research // XII St. Petersburg Interregional Conference "Information Security of Russian Regions" (IBRD-2021) p. 85. URL: http://spoisu.ru/files/ibrr/ibrr2021/ibrr2021_materials.pdf. eLIBRARY ID: 48280071 (in Russian).
2020
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 eLIBRARY ID: 42739002 (in Russian).
M. V. Kolomeets. Effectiveness of data visualization in virtual reality // Izvestiya vuzov. Instrumentation. 2020. Vol. 63 No. 11 pp. 1046-1052. DOI: 0.17586/0021-3454-2020-63-11-1046-1052 eLIBRARY ID: 44451453, https://cyberleninka.ru/article/n/effektivnost-vizualizatsii-dannyh-v-virtualnoy-realnosti/viewer (in Russian).
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 eLIBRARY ID: 44604048 (in Russian).
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 eLIBRARY ID: 44604047 (in Russian).
M. V. Kolomeets, I. V. Kotenko, A. A. Chechulin Architecture and implementation of visual interfaces for identification and opposition of unwanted, doubtful and harmful information // 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. 606-609 eLIBRARY ID: 44604081 (in Russian).
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 eLIBRARY ID: 46541784 (in Russian).
M. V. Kolomeets, A. A. Chechulin Analysis of social networks to identify group malicious and undesirable information activity / / XVII St. Petersburg International Conference " Regional Informatics (RI-2020)", St. Petersburg, Russia, October 28-30, 2020. (in Russian).
2019
Yurii Bakhtin, Sergey Bushuev, Maxim Kolomeets, Nikolai Komashinskiy, Igor Kotenko. Computer-human interaction algorithms for touch screens in a computer network visualization system // VIII International Scientific-Technical and Scientific-Methodological Conference "Actual Problems of Information Telecommunications in Science and Education" (APINO 2019). 2019. Vol. 1. pp. 123-127. eLIBRARY ID: 41383506 https://www.sut.ru/doci/nauka/1AEA/APINO/8-APINO%202019.%20Т.1.pdf (in Russian).
Sergey Ageev, Alexander Ivanov, Maxim Kolomeets, Vladimir Komashinskiy, Igor Kotenko. The architecture of the computer network visualization system based on touch screens and augmented reality // VIII International Scientific-Technical and Scientific-Methodological Conference "Actual Problems of Information Telecommunications in Science and Education" (APINO 2019). 2019. vol. 1. pp. 33-36. eLIBRARY ID: 41383488 https://www.sut.ru/doci/nauka/1AEA/APINO/8-APINO%202019.%20Т.1.pdf (in Russian).
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. eLIBRARY ID: 41383572 https://www.sut.ru/doci/nauka/1AEA/APINO/8-APINO%202019.%20Т.1.pdf (in Russian).
2018
Maxim Kolomeec, Andrey Chechulin, Elena Doynikova, Igor Kotenko. A technique of visualization of cybersecurity metrics // Journal of Instrument Engineering. 2018. Vol.61.No.10.P.873-880. DOI: 10.17586/0021-3454-2018-61-10-873-880 eLIBRARY ID: 36408681 https://cyberleninka.ru/article/n/metodika-vizualizatsii-metrik-kiberbezopasnosti (in Russian).
Maxim Kolomeec, Igor Kotenko, Andrey Chechulin. Visual Analytics for Detecting Attacks in Vehicle`s CAN Bus Traffic // Information Security. Inside. 2018. No.3(81). P.51-57 eLIBRARY ID: 35097115 (in Russian).
Maxim Kolomeec, Igor Kotenko, Nikita Kosov, Sergey Ageev, Alexander Ivanov. Analysis of human-machine interaction methods in SIEM-systems visual analytics instruments // Proceedings of the conference "Information technologies in management" (ITU-2018). St. Petersburg. October 2-4, 2018. SPb.: Concern Central Research Institute Electropribor JSC, 2018, P. 559-562. eLIBRARY ID: 37029016 (in Russian).
Maxim Kolomeec, Dmitry Levshun. Data visualization for the identification and counteraction of undesirable information // Proceedings of the conference "Information technologies in management" (ITU-2018). St. Petersburg. October 2-4, 2018. SPb.: Concern Central Research Institute Electropribor JSC, 2018, P. 437-440. eLIBRARY ID: 37028993 (in Russian).
Igor Kotenko, Maxim Kolomeec, Sergey Bushuev, Artem Gelfand. Data visualization for the identification and counteraction of undesirable information computer-human interaction techniques based on multitouch screens in security operation centers // Proceedings of the conference "Information technologies in management" (ITU-2018). St. Petersburg. October 2-4, 2018. SPb.: Concern Central Research Institute Electropribor JSC, 2018, P. 554-558. eLIBRARY ID: 37029015 (in Russian).
Igor Kotenko, Maxim Kolomeec, Vladimir Komashinskiy, Sergey Bushuev, Artem Gelfand. Computer-human interaction model on the basis of touch screens for monitoring of computer networks security // XVI Anniversary Saint-Petersburg International Conference "Regional informatics-2018 (RI-2018)". St. Petersburg, Russia. October 24-26, 2018. Proceedings. P. 149-150. eLIBRARY ID: 41400292 http://www.spoisu.ru/files/ri/ri2018/ri2018_materials.pdf (in Russian).
Maxim Kolomeec, Dmitry Levshun. Requirements for data visualization for identification and countermeasure selection for undesirable and abnormal information // XVI Anniversary Saint-Petersburg International Conference " eLIBRARY ID: 44536648Regional informatics-2018 (RI-2018)". St. Petersburg, Russia. October 24-26, 2018. Proceedings. P. 144-146. http://www.spoisu.ru/files/ri/ri2018/ri2018_materials.pdf eLIBRARY ID: 44536648 (in Russian).
Andrey Chechulin, Maxim Kolomeets. Sources of security data for hybrid repository construction // XVI Anniversary Saint-Petersburg International Conference "Regional informatics-2018 (RI-2018)". St. Petersburg, Russia. October 24-26, 2018. Proceedings. P. 175-176. http://www.spoisu.ru/files/ri/ri2018/ri2018_materials.pdf eLIBRARY ID: 46484186 (in Russian).
Maxim Kolomeec, Andrey Chechulin, Igor Kotenko. Computer-human interaction techniques for improving the effectiveness of decision-making processes in information security // Actual problems of informational communication in science and education (АPINO 2018). VII International technical science and methodical science conference. Compilation of papers. In 4 volumes. Edited by S.V. Bachevskiy. 2018. Vol. 1. P. 479-483. eLIBRARY ID: 35231618 https://www.sut.ru/doci/nauka/7apino/Sb_APINO%202018_Т_1.pdf (in Russian).
2017
Maxim Kolomeec, Igor Kotenko, Andrey Chechulin. Using virtual and augmented reality for cyber security data visualization. Information Security. Inside, №5(77), 2017. P.58-63. eLIBRARY ID: 30268269 (in Russian).
Maxim Kolomeec. Data visualization models usage in DLP systems // X St. Petersburg Interregional Conference "Information Security of the regions of Russia" (IBRD-2017). November 1-3, 2017.Proceedings. Issue 4. St. Petersburg: SPOISU P. 411-412 eLIBRARY ID: 35276263 http://www.spoisu.ru/files/riib/riib_4_2017.pdf (in Russian).
Maxim Kolomeec, Andrey Chechulin. Application of new visualization models to improve the effectiveness of user-made solutions // X St. Petersburg Interregional Conference "Information Security of the regions of Russia" (IBRD-2017). November 1-3, 2017.Proceedings. Issue 4. St. Petersburg: SPOISU P. 466-468. eLIBRARY ID: 35276283 http://www.spoisu.ru/files/riib/riib_4_2017.pdf (in Russian).
Maxim Kolomeec. Usage of visual analytics in distributed situational centers. The All-Russian Forum "The System of Distributed Situation Centers as the Basis for Digital Transformation of Public Administration" (SDSC-2017). Р. 163-166 (in Russian).
2016
Maxim Kolomeec, Andrey Chechulin. Development of new graphical models for networks visualization. 6th international forum on practical security Positive Hack Days. Moscow, Russia. May 17-18, 2016. http://www.phdays.ru/ (in Russian).
Maxim Kolomeec, Andrey Chechulin, Igor Kotenko. Technique of visualization of computer network topology for monitoring of information security // PJournal of Instrument Engineering. Vol.59, № 10, 2016. P.807-812. DOI 10.17586/0021-3454-2016-59-10-807-812. eLIBRARY ID: 27170903 (in Russian).
Vasily Desnitsky, Andrey Chechulin, Igor Kotenko, Dmitry Levshun, Maxim Kolomeec. Combined Design Technique for Secure Embedded Devices Exemplified by a Perimeter Protection System // SPIIRAS Proceedings. 2016. Issue 48. P.5-31. eLIBRARY ID: 27177922 DOI: 10.15622/sp.48.1 (in Russian).
Andrey Chechulin, Maxim Kolomeec, Igor Kotenko, Sergey Busuev. Architecture of software prototype of heterogeneous data visualization system // XXIX International scientific conference "Mathematical Methods in Technique and Technologies - MMTT-29", 31 May - 3 June, 2016, Proceedings.St. Petersburg State Institute of Technology, St. Petersburg, Russia, 2016, № 8 (90). P.142-144. eLIBRARY ID: 28417712 (in Russian).
Andrey Chechulin, Maxim Kolomeec. Application of new visualization techniques for security metrics of computer networks. 18th International Conference “RusCrypto” on Cryptology, Steganography, Digital Signature and Security Systems. Solnechnogorsk, Russia. March 22-25, 2016. https://docplayer.ru/61888797-Primenenie-novyh-metodov-vizualizacii-dlya-otobrazheniya-metrik-bezopasnosti-kompyuternoy-seti.html (in Russian).
Maxim Kolomeec, Igor Kotenko, Andrey Chechulin. Visualization model for cybersecurity monitoring system based on analogue of Voronoi diagrams // 15th National Conference on Artificial Intelligence with International Participation (CAI 2016). October, 3-7, 2016. Smolensk, Russia. Proceedings of the conference. P.180-187. eLIBRARY ID: 27307887 (in Russian).
Maxim Kolomeec, Andrey Chechulin, Yan Kopchak. Development of a graphical interface for visualization of computer network security systems. XV Аnniversary Saint-Petersburg International Conference "Regional informatics-2016 (RI-2016)" Proceedings. St. Petersburg, 2016. P.166-167. http://www.spoisu.ru/files/ri/ri2016/ri2016_materials.pdf (in Russian).
Maxim Kolomeec. Usage of human's cognitive features for security data visualization // 9th Conference on Information Technologies in Control (ITC) . Proceedings. St.Petersburg, Russia. October 4–6, 2016. P.723-728. eLIBRARY ID: 27559703 (in Russian).
Alexander Branitskiy, Maxim Colomeec. Development of visualization system of computer networks based on Voronoi diagram // Anniversary XV St. Petersburg International Conference " Regional Informatics-2016 (RI-2016)" St. Petersburg, October 26-28, 2016. P. 151. eLIBRARY ID: 35091362 http://www.spoisu.ru/files/ri/ri2016/ri2016_materials.pdf (in Russian).
2015
Maxim Kolomeec, Andrey Chechulin, Igor Kotenko. Review of Methodological Primitives for the Phased Construction of Data Visualization Model .SPIIRAS Proceedings. 2015. Issue 42. P.232-257. (in Russian).
Maxim Kolomeec, Andrey Chechulin, Igor Kotenko. Visualization of security settings of computer networks using a Voronov's diagram. IX Saint-Petersburg Interregional conference "Information security of regions of Russia (IBRR-2015)", Saint-Petersburg, October 28-30, 2015. The proceedings of conference, 2015. P.73-74. (in Russian).
Dmitry Levshun, Andrey Chechulin, Maxim Kolomeec, Igor Kotenko. An architecture of access management system to a room on the base of contactless smart cards. IX Saint-Petersburg Interregional conference "Information security of regions of Russia (IBRR-2015)", Saint-Petersburg, October 28-30, 2015. The proceedings of conference, 2015. P.76. (in Russian).
Dmitry Levshun, Maxim Kolomeec. Experience in developing of a distributed perimeter protection system based on elements of Internet of Things network. International scientific school "Incident management and countering targeted cyber-physical attacks in distributed large-scale critical systems (IM&CTCPA 2015)". SPIIRAS, St. Petersburg, 26-28 November 2015. http://www.comsec.spb.ru/imctcpa15/. (in Russian).
Projects
Current Grants and Projects
AGENCY - assuring citizen agency in a world with complex online harms.
Grant of UK Research & Innovation (UKRI)
(Research Associate)
Former Projects
"Monitoring and counteraction to malicious influence in the information space of social networks".
Grant of Russian Science Foundation № 18-71-10094-P, 2021-2023
(Lead researcher)"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)The project name/details are omitted because of NDA. Huawei project that is dedicated to the detection of cyberattacks based on eBPF logs.
(Researcher - head of AI research team)"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)"Visual analytics for information security: methods, models and applications".
Research grant # 19-17-50173 of Russian Foundation of Basic Research, 2019-2020
(Lead researcher)The project name/details are omitted because of NDA. Huawei project that is dedicated to the risk analysis based on attack graphs.
(Researcher)The project name/details are omitted because of NDA. Huawei project that is dedicated to the NLP analysis of EULA.
(Researcher)The project name/details are omitted because of NDA. Huawei project that is dedicated to the calculation of security measures for IoT security.
(Researcher)The project name/details are omitted because of NDA. IDFC project that is dedicated to the analysis of reputation attacks in social media.
(Head of the project)The project name/details are omitted because of NDA. IDFC project that is dedicated to the analysis of Android app (suspicion of piracy).
(Head of the project)"Monitoring and counteraction to malicious influence in the information space of social networks".
Grant of Russian Science Foundation № 18-71-10094. 2018-2021
(Lead researcher)"Intelligent digital network content processing for effective detection and counteraction of inappropriate, dubious and harmful information".
Grant of Russian Science Foundation № 18-11-00302. 2018-2020
(Researcher)"Research, development and application of Augmented Reality technology for cyber and cyberphysical systems security data visualization".
Research grant # 18-37-20047 of Russian Foundation of Basic Research, 2018-2020
(Lead researcher)"Incident management and counteraction against targeted cyber-physical attacks in distributed largescaled mission critical systems taking into account cloud services and networks of the Internet of Things".
Grant of Russian Science Foundation № 15-11-30029. 2015-2017.
(Researcher)"Development of the technologies of the interactive visualization of the unformalized heterogeneous data for decision support systems in scope of the information security monitoring and management in the information and telecommunication systems".
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", 2014-2016.
(Researcher)Igor Kotenko (Principal Investigator) – State Contract No. 14.604.21.0147 "Development of the methods for aggregation, normalization, analysis and visualization of big arrays of the heterogeneous, structured, semi-structured and unstructured data for the security monitoring and management of the distributed network of the electronic consumer devices". 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", 2014-2016.
(Researcher)“Models, methods and software for development and analysis of information-telecommunication system security components for Internet of Things concept”.
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", 2014-2015.
(Researcher)
Registered software (in Russian intellectual property service)
Olga Tushkanova, Igor Saenko, Dmitry Levshun, Diana Levshun, Igor Kotenko, Maxim Kolomeets, Vasily Desnitsky, Alexander Branitsky. Preprocessing, autonomous evaluation and prediction of the state of complex objects and processes based on intelligent event processing under uncertainty and unreliability of data. Certificate No. 2023613234. Registered in the Computer Program Registry 13.02.2023.
Maxim Kolomeets, Andrey Chechulin, Ksenia Zhernova. Component for determining operator fatigue based on data from life sensors. Certificate No. 2022612329. Registered in the Computer Program Registry.
Maxim Kolomeets, Andrey Chechulin. Component for detecting metrics of bots in a social network. Certificate No. 2022681600. Registered in the Computer Program Registry 15.11.2022.
Maxim Kolomeets, Andrey Chechulin. Component for global monitoring of bot activity in a social network. Certificate No. 2022681601. Registered in the Computer Program Registry 15.11.2022.
Maxim Kolomeets, Andrey Chechulin, Igor Kotenko. Decision support component for the countermeasures selection for malicious influence on social networks. Certificate No. 2021617410. Registered in the Computer Program Registry 14.05.2021.
Ksenniia Zhernova, Maxim Kolomeets. Pie chart implementation component for displaying data in virtual and augmented reality. Certificate No 2020660603. Program Registry 08.09.2020.
Maxim Kolomeets, Andrey Chechulin. Pie chart implementation component for displaying data in virtual and augmented reality. Certificate No 2020660482. Program Registry 04.09.2020.
Maxim Kolomeets, Andrey Chechulin, Igor Kotenko Software tool which implements visual interfaces for detection and counteraction of inappropriate, dubious and harmful information. Certificate No. 2020665787. Registered in the Computer Program Registry 01.12.2020.
Maxim Kolomeets Component for the social media bot detection . Certificate No. 2020665836. Registered in the Computer Program Registry 01.12.2020.
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.
Maxim Kolomeets, Andrey Chechulin. Component for visualization of graph structures in virtual reality. Certificate No 2019664066. Registered in the Computer Program Registry 30.10.2019.
Maxim Kolomeets, Andrey Chechulin. The search component of the connected core of social groups in social networks. Certificate No 2019664067. Registered in the Computer Program Registry 30.10.2019.
Maxim Kolomeets, Andrey Chechulin. Component for visual analysis of social network user activity in 2D and 3D. Certificate No 2019664309. Registered in the Computer Program Registry 05.11.2019.
Alexander Branitskiy, Maxim Kolomeets, Andrey Chechulin. Network visualization system based on Voroni diagramm. Federal Service for Intellectual Property. Certificate No 2018613605. Registered in the Computer Program Registry 19.03.2018.
Maxim Kolomeets, Andrey Chechulin, Igor Kotenko. Component for visualization of communication graphs of social network objects using augmented reality technology. Federal Service for Intellectual Property. Certificate No 2018663594. Registered in the Computer Program Registry 31.10.2018.
Maxim Kolomeets, Andrey Chechulin, Igor Kotenko. The module of human-computer interaction with the information panel of the computer network visualization system. Federal Service for Intellectual Property. Certificate No 2018663862. Registered in the Computer Program Registry 06.11.2018.
Maxim Kolomeets, Andrey Chechulin, Igor Kotenko, Igor Saenko. The component of the role-based access control model visualization based on triangular matrices. Federal Service for Intellectual Property. Certificate No 2018663991. Registered in the Computer Program Registry 08.11.2018.
Maxim Kolomeets, Andrey Chechulin, Igor Kotenko. Visual interface for Smart home security system management. Federal Service for Intellectual Property. Certificate No 2017661653. Registered in the Computer Program Registry 17.10.2017.
Maxim Kolomeets, Andrey Chechulin. Component for network topology visualization using graphs. Certificate № 2016614486. Registered in the Computer Program Registry 25.04.2016.
Maxim Kolomeets, Andrey Chechulin, Igor Kotenko. Component for network security metrics visualization using matrices. Certificate № 2016614487. Registered in the Computer Program Registry 25.04.2016.
Igor Kotenko, Maxim Kolomeets, Andrey Chechulin. Component for creation of patterns and retrieval of information objects and relationships between them for visualization of unformalized data with heterogeneous structure. Certificate № 2016663182. Registered in the Computer Program Registry 29.11.2016.
Maxim Kolomeets, Andrey Chechulin, Igor Kotenko. Component for retrieval of information objects and links between them based on patterns, normalization and reducing of the dimension of the information objects and for forming a multi-dimensional matrix of connections between information objects. Certificate № 2016663963. Registered in the Computer Program Registry 20.12.2016.
Maxim Kolomeets, Andrey Chechulin. Component implementing application programming interfaces for providing access to the visualization results for external information systems. Certificate № 2016663709. Registered in the Computer Program Registry 14.12.2016.
Maxim Kolomeets, Andrey Chechulin. Room access control and management system client based on the contactless smart cards. Federal Service for Intellectual Property. Certificate No 2015662136. Registered in the Computer Program Registry 17.11.2015.
Maxim Kolomeets, Andrey Chechulin, Igor Kotenko. Room access control and management server based on the contactless smart cards. Federal Service for Intellectual Property. Certificate No 2015662190. Registered in the Computer Program Registry 18.11.2015.
Theses
Ph.D. Thesis
"Algorithms and techniques for bot detection in social networks"
University of Toulouse III - Paul Sabatier.
Thesis defence: 20.11.2021.
(in English)
Specialist (eq. MS) Thesis
"Visualization system for computer network security data based on the Voronoi diagram".
St. Petersburg Electrotechnical University "LETI"
Thesis defence: 2017.
(in Russian)