HIGH TECH IN EARTH SPACE RESEARCH

Cryptographic data containerization in processing deep learning neural networks

Tyutyunnik A.A., Lazarev A.I.

Introduction: The existing development of methods for ensuring information security in the field of information technology makes it possible to ensure the confidentiality of data of persons at variable levels. Hardware solutions can be portable cryptographic keys, as well as highly targeted biometric identification devices. The software solutions are static identification methods through sequences and side solutions for deploying data virtualization systems.

The main problem that stands out among the above methods is the need for additional hardware, acting as tokens, infrared cameras, biometric identification sensors. An alternative problem is the lack of security of software solutions, since the presence of zero-day vulnerabilities can reduce the security factor, which leads to the possibility of interception of confidential data by third parties. Purpose of the research: The purpose of the study is to analyze and implement software methods and algorithms to ensure data security based on containerization methods.

The developed software solution allows performing tasks of an application type in a secure container, while the implemented authentication methods support the ability to identify a person through sequences, authentication methods using the Windows Hello API. Methods: The investigated security methods and algorithms have made it possible to implement a unique cryptographic algorithm. Results: The methods and algorithms for the implementation of a limited shell obtained as a result of the study made it possible to variably select the optimal variations in the work of internal instances of the work of processes along with the implementation of cryptographic methods. Application software is based on the joint use of virtualization tools and methods of interaction through neural technologies. The isolation of this solution from alternative methods lies in the possibility of using a container without significant expenditure of hardware resources and lack of primary knowledge in setting up a software module. Practical significance: The practical significance lies in the possibility of using methods and algorithms in the construction of secure workplaces in small and medium-sized businesses.

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")