HIGH TECH IN EARTH SPACE RESEARCH

The use of neural network technology unit to determine actual security threats of information in information systems

Solovyov S.V., Mamuta V.V.

Statement of the problem - the number of information systems for various purposes is growing every year. One of obligatory stages of formation of requirements to protection of information contained in the information system is the identification of relevant threats to information security, the implementation of which may lead to violation of information security in the information system, and development on this basis of model of threats of information security, including a description of possible vulnerabilities used in the information system software.

The FSTEC of Russia maintains a database of security threats to information containing the list of threats to the security of information and information about software vulnerabilities. To date information about the threats to the security of information in the data Bank, there are formed separately from information about the vulnerability, the search for threats to information security, relevant to a particular information system, the database must be done manually, which is a very time consuming task, depending on the scale of the information system. To automate the procedure of obtaining information relevant to information systems threats to information security on the basis of the data about the vulnerabilities of the software that is part of the information system, it is proposed to use the apparatus of neural networks. As input data for training neural networks is proposed to use information about the software vulnerabilities accumulated in the data Bank. As a result of the work performed has been successfully tested the proposed method to identify relevant for information system threats of information security on the basis of information about software vulnerabilities. Empirically determined the optimal topology of a neural network. Developed a prototype software product that solves the problem of establishing links between threats to information security and software vulnerabilities in the data security threats information. Suggested promising directions of development in the subject area: applied neural networks, the improvement of their topologies, as well as the development and further improvement of procedures of their learning.

The subject of published articles on the nomenclature of specialties

2.2.15 Systems, networks and telecommunications (technical sciences)

2.3.1 System analysis, management and processing of information (technical sciences)

2.3.5 Mathematical and software of computing systems, complexes and computer networks (technical sciences)

2.3.6 Methods and information protection systems, information security (technical sciences)

2.5.13 Design, design and production of aircraft (technical sciences)

2.5.16 Dynamics, ballistics, the movement of aircraft (technical sciences)

Editorial board

Bobrowsky V.I.
(Ph.D., Associate Professor, Head of Department of "INTELTEH")

Borisov V.V.
(Ph.D., Professor, Actual Member of the Academy of Military Sciences, Professor, Department of Computer Science of MPEI)

Budko P.A.
(Ph.D., Professor, Department of Technical communication and automation in S.M. Budjonny Military Academy of the Signal Corps)

Budnikov S.A.
(Ph.D., associate professor, Actual Member of the Academy of Education Informatization, Head of the automated control systems Department in Russian Air Force Military Educational and Scientific Center “Air Force Academy named after Professor N.E. Zhukovsky and Y.A. Gagarin”)

Verhova G.V.
(Ph.D., Professor, Head of Department of Automation communication companies In the Bonch-Bruevich Saint Petersburg State University of Telecommunications)

Goncharevsky V.S.
(Ph.D., Professor, Honored Worker of Science and Technology of the Russian Federation, Professor of technologies and technical support and maintenance of the automated control systems in Military Space Academy of A.F. Mozhaysky)

Komashinskiy V.I.
(Ph.D., Professor, professor of processing and transmission discrete messages in the Bonch-Bruevich Saint Petersburg State University of Telecommunications)

Kirpanev A.V.
(Ph.D., Associate Professor, Head of JSC "Scientific Production Enterprise "Radar MMS")

Kurnosov V.I.
(Ph.D., Professor, Academician of Academy of Sciences of the Arctic, Academician of the International Academy of Informatization, International Academy of defense, security, law and order, corresponding member of the Academy of Natural Sciences, Senior Researcher" Open Joint Stock Company "Scientific Research Institute "Rubin")

Manuilov Y.S.
(Ph.D., Professor, Department of automated control systems space complexes in Military Space Academy of A.F. Mozhaysky)

Morozov A.V.
(Ph.D., Professor, Actual Member of the Academy of Military Sciences, Head of the Department of automated command and control systems in Military Аcademy of troops of antiaircraft defense)

Moshak N.N.
(Ph.D., Associate Professor, head of the department of "INTELTEH")

Prorok V.Y.
(Ph.D., Professor, professor of automatic control systems in Military Space Academy of A.F. Mozhaysky)

Semenov S.S.
(Ph.D., associate professor, professor of technical communication and automation in S.M. Budjonny Military Academy of the Signal Corps)

Sinicyn E.A.
(Ph.D., Professor, Head of the Research Department of JSC "The All-Russian research institute of radio equipment")

Shatrakov Y.G.
(Ph.D., Professor, Honored Worker of Science, Scientific Secretary of JSC "The All-Russian research institute of radio equipment")