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Komashinskiy Dmitry Vladimirovich

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)-328-2642
Fax: +7-(812)-328-4450

Position:Ph.D. student

Dmitriy Vladimirovich Komashinskiy, Master of Computer Science, PhD student of Laboratory of Computer Security Problems of the St. Petersburg Institute for Informatics and Automation of the Russian Academy of Science (Scientific advisor – prof. Igor Kotenko), graduated from St. Petersburg High Military Engineering School of signal communications (Military University of signal communications) in 2000.

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

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Research interests

Information security, detection and analysis of malware

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Projects

Former Projects

  • Vasiliy Desnitsky (Principal Investigator). “Development and investigation of models and techniques for design and verification of combined protection mechanisms for information and telecommunication systems with embedded devices on the base of expert knowledge”. Research grant # 14-07-00417-a of Russian Foundation of Basic Research, 2014-2016 (Researcher).
    Report-2014-14-07-00417-a-short.pdf [application/pdf] (258333 bytes)
    Report-2015-14-07-00417-a-short.pdf [application/pdf] (516620 bytes)
    Report-2016-14-07-00417-a-short.pdf [application/pdf] (740843 bytes)
  • Igor Saenko (Principal Investigator). “Models and methods of access to resources in a unified information and communication space of heterogeneous systems based on artificial intelligence technology”. Research grant # 14-07-00697-a of Russian Foundation of Basic Research, 2014-2016 (Researcher).
    Report-2014-14-07-00697-a-short.pdf [application/pdf] (303104 bytes)
    Report-2015-14-07-00697-a-short.pdf [application/pdf] (395000 bytes)
    Report-2016-14-07-00697-a-short.pdf [application/pdf] (614957 bytes)
  • Igor Kotenko (Principal Investigator). “Mathematical models and methods for monitoring and management of information security in computer networks and systems of critical infrastructures based on intelligent services of information protection”. Research grant # 13-01-00843-a of Russian Foundation of Basic Research, 2013-2015 (Researcher).
    Report-2013-13-01-00843-a-short.pdf [application/pdf] (294747 bytes)
    Report-2014-13-01-00843-a-short.pdf [application/pdf] (761856 bytes)
    Report-2015-13-01-00843-a-short.pdf [application/pdf] (562916 bytes)
  • Igor Kotenko (Principal Investigator). “Methods for the synthesis of the distributed intelligent system of information and technological security of automated control systems for railways”. Research grant # 13-07-13159-ofi_m_RJD of Russian Foundation of Basic Research, 2013-2014 (Researcher).
  • Igor Kotenko (Principal Investigator). “Mathematical models, methods and algorithms of attack modeling, computer systems and networks protection analysis, information security risk analysis and decision-making for selection of security mechanisms in computer systems and networks”. Program "Architectural and software solutions, and security of data-processing supercomputer complexes of new generations" of the Russian Academy of Sciences Branch "Nanotechnologies and Information Technologies", 2012-2014 (Researcher).
  • Igor Kotenko (Principal Investigator). State Contract No. 11.519.11.4008 “Research and development of methods, models and algorithms of intellectualizing the secirity services in critical infrastructures”. Project of Russian Ministry of Education and Science, 2011-2013 (Researcher).
  • Igor Saenko (Principal Investigator). “Mathematical models and methods of analysis and synthesis of access systems to information and network resources in modern and advanced computer systems and networks through the establishment and application of artificial intelligence. Research grant # 11-07-00435-ą of Russian Foundation of Basic Research, 2011-2013 (Researcher).
    Report-2011-11-07-00435-a-short.pdf [application/pdf] (287595 bytes)
    Report-2012-11-07-00435-a-short.pdf [application/pdf] (344443 bytes)
    Report-2013-11-07-00435-a-short.pdf [application/pdf] (317185 bytes)
  • Igor Kotenko (Principal Investigator). “Mathematical models and methods of integrated protection against network attacks and malware in computer networks and systems based on hybrid multi-agent modeling and simulation of computer counteraction, verified adaptive security policies and proactive monitoring by data mining”. Research grant # 10-01-00826-a of Russian Foundation of Basic Research, 2010-2013 (Researcher).
    Report-2010-10-01-00826-a-short.pdf [application/pdf] (191714 bytes)
    Report-2011-10-01-00826-a-short.pdf [application/pdf] (260794 bytes)
    Report-2012-10-01-00826-a-short.pdf [application/pdf] (348160 bytes)
  • Igor Kotenko (Principal Investigator from SPIIRAS). “Design of Secure and energy-efficient embedded systems for Future internet applications (SecFutur)”. Research Project of the European Community seventh framework program (FP7). Contract No. 256668 (http://www.secfutur.eu/), 2010-2013 (Researcher).
  • Igor Kotenko (Principal Investigator from SPIIRAS). “MAnagement of Security information and events in Service InFrastructures (MASSIF)”. Research Project of the European Community seventh framework program (FP7). Contract No. 257475 (http://www.massif-project.eu/), 2010-2013 (Researcher).
  • Igor Kotenko (Principal Investigator). “Mathematical Models, Methods and Algorithms of Proactive Protection against Malware in Computer Networks and Systems”. Program "Architecture, system solutions, software, standardization and information security of computer complexes of new generations" of the Russian Academy of Sciences Branch "Nanotechnologies and Information Technologies", 2009-2011 (Researcher).
  • Igor Kotenko (Principal Investigator). Project on demand of Section of Applied Problems of Russian Academy of Sciences. Governmental contract, 2008-2009 (Researcher).
  • Igor Kotenko (Principal Investigator“Models and methods of construction and functioning support of intelligent adaptive security systems based on modeling and simulation of security systems behavior, realization of verified security policies, security evaluation and proactive monitoring”. Research grant # 07-01-00547 of Russian Foundation of Basic Research, 2007-2009 (Researcher).
    Report-07-01-00547a-2007short.pdf [application/pdf] (193198 bytes)
    Report-07-01-00547a-2008short.pdf [application/pdf] (205945 bytes)
    Report-07-01-00547a-2009short.pdf [application/pdf] (943498 bytes)
  • Igor Kotenko (Principal Investigator). “Mathematical Models of Active Analysis of Vulnerabilities, Intrusion Detection and Network Attacks Counteraction in Computer Networks based on Multi-agent Technologies”. Program "Optimization of computer architectures to particular classes of tasks, information assurance of network technologies" of the Russian Academy of Sciences Branch "Nanotechnologies and Information Technologies"., 2003-2008 (Researcher).

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Main publications

Papers

2017

  1. Igor Kotenko, Andrey Chechulin, Dmitry Komashinsky. Categorisation of web pages for protection against inappropriate content in the internet. International Journal of Internet Protocol Technology (IJIPT), Vol. 10, No. 1, 2017. P.61-71. (Scopus)

2016

  1. Igor Kotenko, Andrey Chechulin, Dmitry Komashinsky. Categorization of web pages for protection against inappropriate content in the Internet // International Journal of Internet Protocol Technology (JIPT), 2016. http://www.inderscience.com/info/ingeneral/forthcoming.php?jcode=ijipt
  2. Luiza Sayfullina, Emil Eirola, Dmitry Komashinsky, Paolo Palumbo, Juha Karhunen. Android Malware Detection: Building Useful Representations // The IEEE 15th International Conference on "Machine Learning and Applications". Proceedings. Anaheim, California, USA, December 18-20, 2016. P.201-206.
  3. Vladimir Komashinskiy, Dmitry Komashinskiy, Oleg Mihalev, Vyacheslav Yudaev. Cognitive Cyber-Physical Systems of Transport Safety // International Practical Conference "Russian Transport: Problems and Perspectives - 2016". 29-30 November, 2016. Proceedings, vol. 2. SPb., 2016. P.148-153. (in Russian).

2015

  1. Igor Kotenko, Andrey Chechulin, Dmitry Komashinsky. Evaluation of Text Classification Techniques for Inappropriate Web Content Blocking // The IEEE 8th International Conference on “Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications” (IDAACS'2015). Proceedings. Warsaw, Poland, September 24-26, 2015. P.412-417. (Scopus)
  2. Luiza Sayfullina, Emil Eirola, Dmitry Komashinsky, Paolo Palumbo, Yoan Miche, Amaury Lendasse, Juha Karhunen. Efficient Detection of Zero-day Android Malware Using Normalized Bernoulli Naive Bayes // The 14th IEEE International Conference on "Trust, Security and Privacy in Computing and Communications". Proceedings. Helsinki, Finland, August 20-22, 2015. P.198-205.
  3. Igor Kotenko, Andrey Chechulin, Dmitry Komashinsky. Automated categorization of web-sites for inappropriate content blocking. Problems of information security. Computer systems. ¹ 2, 2015. P.69-79. (in Russian).
  4. Vladimir Komashinskiy, Dmitriy Komashinskiy. The Cognitive Metaphor in the Evolution of Telecommunication and Industrial Network Infrastructures or The First Steps Towards the Post-Information Society // Communication Technologies and Equipment Magazine, Vol. 1, 2015. P.62-67. (in Russian).

2014

  1. Igor Kotenko, Andrey Chechulin, Andrey Shorov, Dmitry Komashinsky. Analysis and Evaluation of Web Pages Classification Techniques for Inappropriate Content Blocking. P. Perner (Ed.): 14th Industrial Conference on Data Mining (ICDM 2014), Lecture Notes in Artificial Intelligence (LNAI 8557), DOI 10.1007/978-3-319-08976-8. P.39–54. ISSN 0302-9743, ISBN 978-3-319-08975-1. (WoS, Scopus)
  2. Andrey Chechulin, Dmitry Komashinkiy. Approach for classification of websites in foreign languages in the Internet. XIV Saint-Petersburg International Conference “Regional informatics-2014” (“RI-2014”). Proceedings. St. Petersburg, 2014. Š.169-170. (in Russian).

2013

  1. Dmitry Komashinskiy, Igor Kotenko, Andrey Chechulin, Andrey Shorov. Automatic system for categorization of websites for blocking web pages with inappropriate.High availability systems, ¹3 (9), 2013. P.119-127. (in Russian).
  2. Dmitry Komashinskiy. Detecting and identifying malicious executable binaries with data mining methods. Proceedings of SPIIRAS. Issue 3 (26). St.Petersburg, Nauka, 2013. P.115-125. (in Russian).
  3. Dmitry Komashinskiy. An approach to detect malicious documents based on data mining techniques. Proceedings of SPIIRAS. Issue 3 (26). St.Petersburg, Nauka, 2013. P.126-135. (in Russian).
  4. Dmitry Komashinskiy, Igor Kotenko Data mining methods for malware detection: review of state-of-the-art. Issues of information Protection, ¹4, 2013. P.21-33. (in Russian).
  5. Dmitry Komashinskiy. Characteristizing the use of data mining methods for malicious software detection. Innovations in Science, ¹16-1, 2013. Novosibirsk, SibAK, 2013. Š.74-78. (in Russian).
  6. Dmitry Komashinskiy, Igor Kotenko. Intelligent Data Analysis for Malware Detection. International Journal of Computing, Research Institute of Intelligent Computer Systems, Ternopil National Economic University. 2013, Vol.12, Issue 1. P.63-74. ISSN 1727-6209.
  7. Dmitry Komashinskiy, Andrey Chechulin, Igor Kotenko, Andrey Shorov. Categorization of web sites for inadmissible web pages blocking systems. 15th Conference “RusCrypto” on Cryptology, Steganography, Digital Signature and Security Systems. Solnechnogorsk, Russia. March 28-30, 2013. http://www.ruscrypto.ru/ (in Russian).

2012

  1. Dmitry Komashinskiy, Igor Kotenko. Evaluation of structural peculiarities of harmful documents on the basis of Data Mining. Information Technologies and Computing Systems, ¹ 2, 2012, P.76-92. (in Russian).
  2. Dmitry Komashinskiy, Igor Kotenko. Detection of harmful PDF documents on the basis of intelligent data analysis. Problems of information security. Computer systems. ¹ 1, 2012, P.19-35. (in Russian).
  3. Dmitry Komashinskiy, Igor Kotenko. An extraction method for structural features to detect harmful software. Journal of Instrument Engineering, Vol.55, ¹ 11, 2012. P.58-62. (in Russian).
  4. Dmitry Komashinskiy. Detection systems based on Data Mining and their precision heightening methods. 21th All-Russian Conference "Methods and technical tools of information security" (MTTIS 2012). Proceedings. St.Petersburg, Russia. June 24-29, 2012. P.159-160. (in Russian).
  5. D. Komashinskiy and Igor Kotenko. Using Low-Level Dynamic Attributes for Malware Detection based on Data Mining Methods. Lecture Notes in Computer Science, Springer-Verlag, Vol. 7531. The Sixth International Conference "Mathematical Methods, Models and Architectures for Computer Networks Security" (MMM-ACNS-2012). October 17-19, 2012, St. Petersburg, Russia. P.254-269.

2011

  1. Dmitry Komashinkiy, Igor Kotenko, Andrey Chechulin. Categorization of web sites for inadmissible web pages blocking. High availability systems, ¹ 2, 2011. P.102-106. (in Russian).
  2. Dmitry Komashinkiy, Andrey Chechulin, Igor Kotenko. Categorization of web pages with inadmissible content. 13th Conference “RusCrypto” on Cryptology, Steganography, Digital Signature and Security Systems. Solnechnogorsk, Russia. March 30 - April 2, 2011. http://www.ruscrypto.ru/ (in Russian).
  3. Dmitry Komashinkiy. Combining of methods of classification and clustering for the detection and identification malware. 20th All-Russian Conference “Methods and technical tools of information security” (MTTIS 2011)”. Proceedings. St.Petersburg, Russia. June 27 - July 01, 2011. P.136-137. (in Russian).
  4. Dmitry Komashinkiy, Igor Kotenko. Methods of machine learning in anti-cyberthreat systems. VII St.Petersburg Interregional Conference «Information Security of Russian Regions (IBRR-2011). October 26-28, 2011. Proceedings. St.Petersburg, 2011. P.76-77. (in Russian).
  5. Dmitry Komashinkiy. Methods of machine learning and dynamical malware detection. VII St.Petersburg Interregional Conference “Information Security of Russian Regions (IBRR-2011)”. October 26-28, 2011. Proceedings. St.Petersburg, 2011. P.75-76. (in Russian).

2010

  1. Dmitry Komashinskiy, Igor Kotenko. Malware Detection by Data Mining Techniques Based on Positionally Dependent Features. Proceedings of the 18th Euromicro International Conference on Parallel, Distributed and network-based Processing (PDP 2010). Pisa, Italy, 17-19 February, 2010. Los Alamitos, California. IEEE Computer Society. 2010. P.617-623. ISSN 1066-6192. ISBN 978-0-7695-3939-3.
  2. Dmitry Komashinskiy, Igor Kotenko. Conceptual foundations of Data Mining methods for the detection of malicious software. Information Security. Inside. 2010. ¹ 2, P.74-82. (in Russian).
  3. Dmitry Komashinskiy, Igor Kotenko, Andrey Shorov. Approach to detect malicious software on the basis of position-dependent information. Proceedings of SPIIRAS. Issue 10. St.Petersburg, Nauka, 2010. P.144-159. ISBN 978-5-02-025507-4. (in Russian).
  4. Dmitry Komashinskiy, Igor Kotenko. Detecting malware based on the processing of static positional information using Data Mining methods. 5th International Scientific Conference on Security Issues and Counter Terrorism. Lomonosov Moscow State University. October 29-30, 2009. Vol.2. The Eighth All-Russian Scientific Conference "Mathematics and Security of Information Technologies" (MSIT-09). Moscow, 2010. P.136-140. ISBN 978-5-94057-693-8. (in Russian).
  5. Dmitry Komashinskiy, Igor Kotenko. Combining Data Mining methods for static detection of Malware. 12th International Conference “RusCrypto” on Cryptology, Steganography, Digital Signature and Security Systems. Zvenigorod, Russia. April 1-4, 2010. http://www.ruscrypto.ru/ (in Russian).
  6. Dmitry Komashinskiy. Combining of data mining methods for malware detection. ÕIX All-Russian Conference “Methods and technical tools of information security” (MTTIS 2010)”. Proceedings. St.Petersburg, Russia. July 5-10, 2010. P.112-113. (in Russian).
  7. Dmitry Komashinskiy. Malware: analysis of metadata by Data Mining tools. XII Saint-Petersburg International Conference “Regional informatics-2010” (“RI-2010”). Proceedings. St. Petersburg, October 20-22, 2010. P.109-110. ISBN 978-5-904031-99-2. (in Russian).

2009

  1. Dmitriy Komashinskiy, Igor Kotenko. Investigation of Proactive Mechanisms of Malware Detection based on Data Mining. The 4th International Scientific Conference on Security Issues and Counter Terrorism. The Seventh All-Russian Scientific Conference "Mathematics and Security of Information Technologies" (MSIT-08). 2009. (in Russian).
  2. Dmitriy Komashinskiy, Igor Kotenko. Using Data Mining methods for malware detection. Fourth International Workshop “Information Fusion and Geographical Information Systems” (IF&GIS’09). St.Petersburg, Russia, May 17-20, 2009. Lecture Notes in Geoinformation and Cartography. Springer. 2009.
  3. Dmitry Komashinsky, Igor Kotenko, Andrey Shorov. Malware Detection based on Data Mining. 11th Conference “RusCrypto” on Cryptology, Steganography, Digital Signature and Security Systems. Zvenigorod, Russia. April 2-5, 2009. http://www.ruscrypto.ru/ (in Russian).
  4. Dmitry Komashinsky, Igor Kotenko, Andrey Shorov. Malware Detection Technology based on Data Mining. ÕVIII All-Russian Conference “Methods and technical tools of information security” (MTTIS 2009)”. Proceedings. St.Petersburg, Russia. June 29 - July 2, 2009. P.122-123. (in Russian).
  5. Dmitriy Komashinskiy. Construction of malware static detection model on the basis of Data Mining. VI St.Petersburg Interregional Conference «Information Security of Russian Regions (ISRR-2009). October 28-30, 2009. Proceedings. St.Petersburg, 2009. P.56-57. (in Russian).

2008

  1. Dmitriy Komashinskiy. Proactive Technology of Malware Detection by means of Data Mining. XI International Conference “Regional informatics-2008” (“RI-2008”). Proceedings. St. Petersburg, October 21-23, 2008. P.101. (in Russian).

2007

  1. Dmitriy Komashinskiy. Sensor networks information security. Works of the V Inter-regional Conference "Information Security of Russia Regions", section "Information security of telecommunication networks" St. Petersburg, October 23-25, 2007. P.40. (in Russian).

2003

  1. Dmitriy Komashinski, Igor Kotenko. Multi-agent technology for modeling of virus expansion within Internet. III Inter-regional Conference "Information Security of Russia Regions". Proceedings.Vol.1. St. Petersburg, November 25-27, 2003. P.127-128 (in Russian).
  2. Andrey Ogarok, Dmitriy Komashinski, Shkolnikov D.K., Martynenko V.V. Virtual wars. Artificial intelligence defends against malware .Confident , 2003, ¹ 2, P.64-69. (in Russian).

2002

  1. Andrey Ogarok, Vladimir Nasypny, Dmitriy Komashinskiy. Technology of intelligence antivirus scanning of dangerous software routines. Magazine “Innovations”, 2002, ¹9,10. P.128-131. (in Russian).

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RUSSIA, 199178, Saint-Petersburg, liniya 14-ya, 39, SPIIRAS (metro station Vasileostrovskaya).
+7-(812)-328-7181, +7-(812)-328-2642, ivkote[AT]comsec[DOT]spb[DOT]ru

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