<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Archiving and Interchange DTD v1.0 20120330//EN" "JATS-archivearticle1.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Design of Industry Centers of Cyber Security of Facilities of Critical Infrastructure</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Anatolii Morozov</string-name>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Alla Hrebennyk</string-name>
          <email>grebennik.alla@gmail.com</email>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Elenа Trunova</string-name>
          <email>e.trunova@gmail.com</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Igor Skiter</string-name>
          <email>skiteris@ukr.net</email>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Evgen Hulak</string-name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Chernihiv National University of Technology</institution>
          ,
          <addr-line>95 Shevchenko str., 14035, Chernihiv</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>DTEK Service Ltd.</institution>
          ,
          <addr-line>57 L. Tolstogo str., 01032, Kyiv</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>Institute for Safety Problems of Nuclear Power Plants of the National Academy of Sciences of Ukraine</institution>
          ,
          <addr-line>36а Kirov str., 07270, Chernobyl</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff3">
          <label>3</label>
          <institution>Institute of Mathematical Machines and Systems Problems</institution>
          ,
          <addr-line>42 Ac. Glushkov ave., 03680, Kyiv</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
      </contrib-group>
      <fpage>27</fpage>
      <lpage>37</lpage>
      <abstract>
        <p>The process of designing industry centers of cyber security (ICCS) of critical infrastructure objects, their structure, functional components, elements of hardware and system software are presented. The scheme of interaction of functional components directly involved in security management of the corporate network is considered. The scheme of conducting databases on the basis of operation of search on the Internet is offered. The main functions of industry centers of cyber security are defined and the stages of creation are considered: SOC core and basic sources of information, integration of external platforms and additional sources, auxiliary systems.</p>
      </abstract>
      <kwd-group>
        <kwd>1 Industry center of cybersecurity</kwd>
        <kwd>critical infrastructure</kwd>
        <kwd>information security</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>At present, the regulations of European countries define the concept of critical infrastructure in
different ways and the corresponding lists of industries and facilities that are of strategic importance for
national security. There are no generally accepted requirements for building a critical infrastructure
protection system and its integral component—information infrastructure. The term “critical
information infrastructure” means a set of information systems, information and telecommunications
networks, and automated control systems (including process control) that are physically or logically
connected to global networks and are essentially part of cyberspace. Disruption of the sustainable
functioning of these systems through the implementation of threats to information security and
cybersecurity can cause significant damage to the vital interests of the state, society and people.</p>
      <p>The processes of global informatization help to improve the quality of human life, but they have
resulted in a deep dependence of modern society on the security of the information infrastructure, which
is the object of cybersecurity. That is why ensuring the security of critical infrastructure and its
important component - critical information infrastructure is one of the priorities in reforming the
defense and security sector of Ukraine [1–3].</p>
      <p>The basic principle of ensuring the security of critical information infrastructure is a public-private
partnership. At the same time, managers or owners of facilities (corporate networks) directly implement
security, and the state provides them with all possible assistance [4–6]. It is known that the more
complex the IT infrastructure of the organization, the greater the likelihood of vulnerabilities that
increase the risks of cyber threats. The recommendations of the Geneva Center for Information Security
(DCAF) identify the task of creating a reliable and credible digital infrastructure as a priority measure
to combat cyber threats [7].</p>
      <p>Note that over time, information security issues are becoming more relevant. The availability of
information security managers methods and tools for current control of the level (state) of security of
the information system allows: increase the efficiency of responding to cyber incidents; choose
adequate countermeasures; effectively determine the procedures for restoring the system and reduce its
downtime; systematically investigate cyber incidents; purposefully identify measures to eliminate
identified vulnerabilities.</p>
      <p>In the conditions of high cost and complexity of construction and application of the corresponding
tools for control of a condition of information security the application (use) of methods of collective
protection of branch corporate information systems is considered as the rational decision. At the same
time, they provide for the prompt exchange of information on cyberattacks and recommendations for
combating them. In this case, a comprehensive solution to ensure the cyber protection of such systems
may be the construction of a sectoral cyber security center (ICCS), which can be created in cooperation
and in the interests of regional and municipal authorities, ministries and departments, large companies
of industry.</p>
      <p>The main task of ICCS is to timely detect and to prevent cyber incidents, eliminate their
consequences, monitor the current situation in cyberspace and develop measures to prevent the
recurrence of cyber incidents and improve cyber security. From the above it follows that the hardware
and software complex ICCS is a complex automated system that requires careful methodological,
informational and architectural processing. The purpose of the article is to develop a conceptual
framework for the construction of viable industry centers of cyber security that provide increased
efficiency of attack detection systems of associated networks.</p>
      <p>The process of creating ICCS requires the definition of their tasks and stages of creation, structure,
model, functional components, hardware platform, systems and application (special) software.</p>
    </sec>
    <sec id="sec-2">
      <title>2. Collective Protection of Corporate Networks against Computer Attacks</title>
      <p>As mentioned earlier, it is advisable to rationally apply the methods of collective protection to ensure
the cybersecurity of corporate networks of the class of industry information systems.</p>
      <p>In this case, managing the settings of the attack detection system (ADS) analyzers, which protect
the components of the network association, can be assigned to the Industry Center for Cyber Security
(ICCS), while the ADS and i elements of the Si network association will take over operational
management functions.</p>
      <p>
        Intensive exchange of information about the settings, about the danger of the environment, about the
attacks on the network is being carried out between ICCS and IDS. It should also be borne in mind that
  can be created at different times and on different computing platforms. Therefore, one of the best
ways to combine the networks of the industry association  = { 1,  2, … ,   } can be an architectural
solution in the form of an integration information bus [
        <xref ref-type="bibr" rid="ref1 ref2 ref3 ref4 ref5 ref6 ref7">8–17</xref>
        ] (Fig. 1). Integration information bus (IIB)
is based on the ideas of using Web-services, HTTP, XML and its extensions SOAP, WHD [
        <xref ref-type="bibr" rid="ref10 ref11 ref8 ref9">18–21</xref>
        ].
      </p>
      <p>Collective defense requires an intensive exchange of information about attacks, the speed of their
spread, recommendations for combating them.</p>
      <p>ADS1
S1
ADSk</p>
      <p>Sk
ICSC</p>
      <p>ADS
Integration bus
ADS2
S2
To do this, ICCS must provide:
 Communication with international and national computer security centers.
 Monitoring of the Internet and social networks by sources and types of attacks.
 Maintaining databases on security issues.
 Distribution by elements of the association of information on the parameters of setting ADSi
elements of Si, obtained on the basis of forecasting the state of threats.
 Dissemination among the elements of the association of information about unusual behavior,
attacks of unknown type and recommendations to combat them.
 Structuring of unknown types of attacks.
 Organization of collective protection of the network association for the corporation.</p>
      <p>It follows from the above that the information and software complex of ICCS is a complex software
and hardware design that requires careful methodological, informational and architectural elaboration.</p>
      <p>The tasks of word processing and assessment of cyber threat indicators for corporate networks are
inherent in the global network layer of the network architecture. Therefore, given the time requirements
required for the ADS, it can be assumed that the inclusion of such tasks will lead to a slowdown in the
performance of basic functions and an unjustified increase in resource consumption. We offer
delegation of functions of a global network level of protection of a corporate network to functions of a
separate computer complex. When it manages this level of protection for several corporate networks
and determines the threat indicators for each of them, it will be, in our opinion, a promising solution.
Let's call this part of the complex a threat monitoring system (TMS).</p>
      <p>Peculiarities of information circulation on the Internet are: severe shortage of time to search, collect,
extract and process information, its accumulation, systematization according to certain classification
criteria, further analysis, synthesis, generalization and delivery to interested users, as well as
transformation into synthesized conclusions and recommendations. This necessitates, firstly, the
automation of all measures associated with these processes in integrated threat monitoring systems and,
secondly, the configuration of ADS subordinate TMS corporate networks in accordance with their
characteristic risk vectors.</p>
      <p>In addition to the parallelism in the performance of certain functions of TMS and ADS, this solution
allows for collective protection of subordinate corporate computer networks from computer attacks.
The essence of this protection is to conduct self-diagnostics of corporate computer networks by ADS,
exchange information with partners about attacks and unusual behavior, about interference in work.
Here you can solve the problem of determining the rate of spread of external interventions, coordination
of ADS parameters, including coordination of efforts to analyze unknown intrusions.</p>
      <p>The structure of such a complex is presented in Fig. 2 [5].</p>
      <p>Global Internet Information Space
National security centers
(information on types and
sources of attacks)
Global network</p>
      <p>monitoring
(information about types,
sources and attacks objects)</p>
      <p>The monitoring system threats SMU</p>
      <p>Storage</p>
      <p>Analysis module
(detection of sources and
speed of the spread of
threats)</p>
      <p>Analysis of subordinate</p>
      <p>corporate networks
(parameters of interventions,</p>
      <p>content)
Characteristic vectors
(risk for the i-th network)</p>
      <p>Auto tuning module IDS
(for each i-th network)</p>
      <p>...</p>
      <p>IDS
IDS
IDS</p>
      <p>Corporate Network 1
Corporate Network 2
Corporate Network N</p>
      <p>
        Organizational and technical model of the branch center of cybersecurity management consists of
two zones CyberCenter and CyberNet and the corresponding interaction between them and is presented
in publications [
        <xref ref-type="bibr" rid="ref12 ref13 ref14">22–24</xref>
        ].
      </p>
      <p>
        Development of a corporate network protection model with adaptive and collective protection
properties, methods of detecting and identifying computer attacks by means of Internet content analysis
and the corresponding ADS architecture will create a basis for the synthesis of reliable and
highperformance adaptive cyber threat detection systems and decreasing the next generation computer
attack cycle [
        <xref ref-type="bibr" rid="ref15 ref16 ref17">25–27</xref>
        ].
      </p>
      <p>
        The use of adaptive network security management methods justifies the need to create industry
security centers that improve the efficiency of the ADS networks subordinate to them [
        <xref ref-type="bibr" rid="ref18 ref19">28,29</xref>
        ].
      </p>
    </sec>
    <sec id="sec-3">
      <title>3. Functional Components of ICCS as Elements of its Special Software</title>
      <p>In our opinion, the functional components of ICCS for corporate network security management
should include:
 Threat forecasting unit for the period [t, t + ∆t], the input information of which will be a
database of the history of threats, which accumulates information from ADS analyzers of
corporate networks, with settings for the period [t-∆t, t].
 Determination of analyzer settings for the period [t, t + ∆t].
 Determining the style of the source of attacks.
 Search for sources of attacks by similarity of style.
 Ranking of potential sources of attacks.
 Making decisions about the sources of attacks in conditions of uncertainty.</p>
      <p>The scheme of interaction of ICCS functional components that are directly involved in the
management of computer network (CN) security is shown in Fig. 3.
The functionality of ICCS components is provided by searching the Internet for information
necessary for the maintenance of ICCS databases and the proper functioning of the system as a whole.</p>
      <p>Strategies that ensure the filling of DB ICCS can be the use of indicators and methods such as:
 Place of registration of IP-addresses and domains that participate in the attack or provide the
infrastructure for the attack.
 Tracing the attack to its source or at least the location of the area in which the source is located.
 Time parameters.
 Analysis of program code, in which you can find comments, links to sites, domains,
IPaddresses involved in the attack.
 Handwriting of programmers and programming school.
 Stylmetry, which allows you to determine the style of language in the comments or related
texts.
 Fraudulent systems or honepot / honeynet.
 Operational development.
 Analysis of activity on forums and social networks.
 Identification ex post facto by actions.
 Methods of competitive intelligence, etc.</p>
      <p>Internet search, as well as the use of databases of national security centers, allows you to keep up to
date such important databases as: DB of competitors, DB of attack initiators, DB of attack sources. As
well as DB of ntermediate information, based on which you can build an information portrait of the
source, his preferences for functioning, style of attacks of different types, etc. (Fig. 4). This greatly
facilitates the process of finding sources of attacks in the conditions of “sweeping the tracks” and
adjusting the network information in the packets.</p>
      <p>ICCS hardware and system software must ensure close integration of its elements and subsystems,
contain open and / or specialized interfaces for interaction and data exchange.</p>
      <p>The technological core of the Center should be provided with server equipment, additional software
and hardware components, in particular they should include:
 Systems of storage, archiving and backup of data of sufficient capacity for storage of telemetry
data and analytics of the Centers for at least three years in the mode of “hot” and “cold”
archives.
 Firewalls for segmentation of security centers of the Centers.
 Technical devices for routing and switching.
 Workstations for the Center’s employees.
 Software and hardware (server) software for managing firewalls, virtualized computing
environment, etc.</p>
    </sec>
    <sec id="sec-4">
      <title>4. Elements of Technical and System Software of the Center</title>
      <p>
        The components of the sensors of the system for monitoring, detection and response to incidents are
designed for direct deployment at information security facilities, monitoring and control of the level of
cybersecurity at these facilities. Installed sensors must provide such services [
        <xref ref-type="bibr" rid="ref15 ref2">12, 25</xref>
        ]:
 Collection and correlation of security events, which also includes the collection of network
telemetry with detailed information about network flows and sessions.
 Monitoring and detection of known threats and attacks, detection of network intelligence and
network sounding.
 Detection and analysis of malicious software transmitted by the network, tracking its spread at
the network level.
 Monitoring and detection of new types of attacks through the analysis of network behavior and
anomalies, which includes the detection of indicators of compromise and traces of targeted
attacks.
 Collection, preliminary analysis and indexing of other information, including work logs
(syslog), SNMP from network devices and workstations.
 Traffic collection in Full Packet Capture mode (optional) to enable further analysis by DPI
systems and study the details of possible cyberattacks.
      </p>
      <p>Sending information to ICCS and managing the system should be done using a router with a separate
communication channel, it is recommended to use a dedicated physical channel, or LTE/3G,
independent of the infrastructure of the protected object. The data transmitted in the channel must be
cryptographically protected using IPSec VPN technologies, using authentication using certificates
issued by the CA of the central monitoring system. If it is not possible to use a dedicated channel, the
possibility of organizing a VPN channel through a standard Internet channel used to connect the
monitored object to the Internet should be considered.</p>
      <p>The sensor must consist of the following components:
 Router for communication with ICCS.
 A switch for combining components, receiving information from the monitored network and
supporting telemetry collection.
 Network branch for removing a copy of traffic from the network.
 Device for analyzing network traffic to detect events and incidents.
 Network traffic telemetry collection and correlation system.
 System for collecting, analyzing and indexing log information as well as information collected
by other components of the sensor for further transmission of this information to ICCS.
 Platform for deploying a virtual environment for additional information security management,
monitoring and analysis programs.
 Uninterruptible power supply to ensure power supply and uninterrupted power supply of the
software and hardware complex.</p>
      <p> Protective cabinet with the possibility of signaling unauthorized access.</p>
    </sec>
    <sec id="sec-5">
      <title>5. Functions of a Typical ICCS</title>
      <p>The functions of a typical ICCS are shown in Fig. 5.
1. Department of monitoring, detection and response
1.1. Management of monitoring and detection of network attacks:
1.1.1. Monitoring:
 Provision of telemetry from devices located in state-owned enterprises and critical
infrastructure facilities.



</p>
      <p>Selection of data with suspicious characteristics.</p>
      <p>Interaction with the response function.</p>
      <p>Provision of the Call Center function for connections with CyberNet entities.
Protection of web access and web traffic.
1.1.2. Responding to network attacks:
 Detection of network intelligence and sounding.
 Detection and blocking of known threats and attacks in accordance with the rules and
signatures.
 Detection and blocking of botnet control centers (C&amp;C).
 Tracking and preventing attempts to spread malware (malware).</p>
      <p> Protection against DoS/DDoS attacks.
1.2. Central e-mail gateway management:
 Protection of e-mail of CyberNet entities with the help of centralized e-mail support
services and Internet communications.
 Filtering malicious code.
 Detection of spam and phishing attacks in e-mails.</p>
      <p> Interaction with technical support.
2. Office of Investigation and Prevention of New Generation Attacks:
2.1. Prevention of new generation attacks:
 Collection and correlation of security events, data on network telemetry.
 Early detection of indicators of compromise and traces of targeted attacks.
 Advanced analysis of new types of malware.
 Monitoring of threat response at facilities by conducting appropriate tests, research and
development at critical infrastructure facilities.
 Tracking new trends in methods and means of protection.
 Development of new methods and approaches to information security protection of</p>
      <p>CyberNet entities.
 Assessment and forecasting of existing and possible threats in the industry.
 Detection and prevention of new types of attacks by analyzing network behavior and
anomalies.
 Threat assessment.
 Development of measures aimed at preventing, responding to and eliminating the
consequences of incidents.
2.2. Cyber threat investigations:
 Recording of detected incidents.
 Collection, accumulation and storage of incident data.
 Interaction with competent and regulatory bodies in the field of information security
protection and international organizations in the framework of incident investigations.
 Conducting investigations of incidents in accordance with the legal framework of Ukraine.
2.3. Organization of information and training of SOC subjects:
 Providing comprehensive information on the regulatory and legal framework for
cybersecurity.
 Development of cybersecurity policies.
 Establishment of mandatory information security requirements for critical information
infrastructure facilities, including during their creation, commissioning, operation and
modernization, taking into account international standards and the specifics of the industry
to which the relevant critical information infrastructure facilities belong. Monitoring their
implementation.
 Development of measures to strengthen the general situational awareness of incidents and
vulnerabilities among industry institutions and their critical infrastructure.
 Development of information exchange measures and coordination of actions to reduce
current vulnerabilities, prevent new ones and, in case of threats, effectively localize them.
 Critical infrastructure, information security and cybersecurity.</p>
      <p> Planning, organizing and conducting cyber training.
3. Technical and legal service management
3.1. Technical Support
 Operation and maintenance of SOC infrastructure.
 Installation, adjustment and maintenance of sensors.
 Organization and support of restoration of efficiency of systems of objects of critical
infrastructure.
 Automation and software support of methods of monitoring, detection, response and
recovery of critical infrastructure systems.
 Conducting research, designing, developing and deploying new tools to ensure the effective
operation of CyberCenter.
 Writing new signatures of detected malicious codes.</p>
      <p> Collection and storage of materials and results of audits.
3.2. International interaction:
 Establishing communications with the victorious centers.
 Exchange of relevant information.
 Interaction during joint counteraction to threats, detection of international incidents,
cyberterrorist campaigns, etc.
3.3. Legal support:
 Ensuring the correct application of regulations and other documents in ICCS.
 Develops and participates in the development of draft acts and other documents on ICCS
activities, monitors the compliance of documentation with legislation.
 Participates in the preparation and conclusion of economic and other agreements with
enterprises, institutions, organizations.
 Tracking the current state of the regulatory framework of Ukraine in the field of
information security.
 Registration of results of investigations of cyber incidents according to regulatory
requirements.
4. Learning management
 Development of own training programs aimed at getting acquainted with the main goals
and objectives of ICCS.
 Interaction with other Centers of the branch, software and hardware, policies of the
information security management system and other normative and regulatory documents.
 Planning, organizing and conducting cyber training.</p>
    </sec>
    <sec id="sec-6">
      <title>6. Stages of creating a typical ICCS</title>
      <p>The main stages of creating a typical ICCS are presented schematically below in Fig. 6.
Stage III Auxiliary systems.</p>
      <p>3.1. Computing platform (expansion based on the results of Stage I and II).
3.2. Virtualized data storage system (expansion based on the results of Stage I and II).
3.3. Reporting (separate system).
3.4. Security data management (separate system).
3.5. Technical support service.
3.6. IT service management.
3.7. Portal.
3.8. CMDB.</p>
      <p>3.9. Communication and collaboration systems.</p>
    </sec>
    <sec id="sec-7">
      <title>7. Conclusions</title>
      <p>Designing industry-leading cybersecurity centers for critical infrastructure in accordance with the
proposed structure, functional components, hardware and system software elements and certain
functions and stages of creation allow to increase the efficiency of ADS networks under their
jurisdiction. This justifies the need to create them. The presented results were used in the process of
implementation of the international scientific project “Cyber Rapid Analysis for Defense Awareness of
Real-time Situation—CyRADARS” under the grant of NATO SPS.</p>
    </sec>
    <sec id="sec-8">
      <title>8. Acknowledgments</title>
      <p>
        The work was carried out and funded under the NATO project CyRADARS (Cyber Rapid Analysis
for Defense Awareness of Real-time Situation)—grant agreement number: G5286 [
        <xref ref-type="bibr" rid="ref14">24</xref>
        ].
9. References
[1] Resolution of the Cabinet of Ministers of Ukraine of October 9, 2020 No. 943 “Some questions of
objects of critical information infrastructure” (Extraction). URL:
https://cislegislation.com/document.fwx?rgn=128253.
[2] Resolution of the Cabinet of Ministers of Ukraine No. 1109 dated 09.10.2020 “Certain issues on
critical infrastructure objects.” URL:
https://zakon.rada.gov.ua/laws/show/1109-2020%D0%BF#Text.
[3] Resolution of the Cabinet of Ministers of Ukraine of November 11, 2020 No. 1176 “About
approval of the Procedure for carrying out survey of condition of cybernetic protection of critical
information infrastructure, the state information resources and information which requirement
concerning protection is established by the law.” URL:
https://cislegislation.com/document.fwx?rgn=128947.
[4] Corporate network. URL: https://www.insee.fr/en/metadonnees/definition/c1927.
[5] V. Lytvynov, Corporate networks protection against attacks using content-analysis of global
information space, Technical sciences and technology (2018).
doi:10.25140/2411-5363-20181(1)-115-130.
[6] V. Lytvynov, et al., Principles of adaptive corporate network security management, Advances in
Intelligent Systems and Computingthis link is disabled (AISC) 1265 (2021) 255–265.
doi:10.1007/978-3-030-58124-4_25.
[7] DCAF Horizon 2015 Working Paper No 1, URL:
https://css.ethz.ch/en/services/digitallibrary/series.html/118118
[8] Understanding SOA Security Design and Implementation. An IBM Redbooks publication. URL:
http://www.redbooks.ibm.com/redbooks/pdfs/sg247310.pdf.
[9] Service Oriented Architecture Security Risks and their Mitigation. Sarath Indrakanti. URL:
https://apps.dtic.mil/dtic/tr/fulltext/u2/a576267.pdf.
[10] The importance of a standard securit y archit ecture for SOA-based iot middleware. URL:
https://ieeexplore.ieee.org/document/7355580.
      </p>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          [11]
          <article-title>Secure your SOA</article-title>
          .
          <article-title>Enterprise-grade SOAs require a plan for addressing diverse security needs</article-title>
          . URL: https://www.javaworld.com/article/2071751/secure-your-soa.html.
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          [12]
          <string-name>
            <surname>The</surname>
            <given-names>ISO</given-names>
          </string-name>
          27001:
          <year>2013</year>
          ,
          <article-title>Statement of Applicability (SoA): The Complete Guide</article-title>
          . URL: https://www.isms.online/iso-27001/iso27001-statement
          <string-name>
            <surname>-</surname>
          </string-name>
          applicability-simplified/.
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          [13]
          <article-title>The importance of the Statement of Applicability in ISO 27001-with template</article-title>
          . URL: https://www.itgovernance.co.uk/blog/the-importance
          <article-title>-of-the-statement-of-applicability-in-iso27001.</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>
          [14]
          <string-name>
            <surname>The</surname>
            <given-names>ISO</given-names>
          </string-name>
          /IEC WD 27032:
          <year>2012</year>
          <article-title>Information technology-Security techniques-Guidelines for cybersecurity</article-title>
          . URL: https://www.iso.org/standard/44375.html.
        </mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          [15]
          <string-name>
            <surname>Part</surname>
            <given-names>III</given-names>
          </string-name>
          .
          <article-title>Enterprise SOA security</article-title>
          . URL: https://livebook.manning.com/book/soa-security/
          <article-title>part-iiienterprise-soa-security/5.</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          [16]
          <article-title>A standardized SOA based solution to guarantee the secure access to EHR</article-title>
          . URL: https://core.ac.uk/download/pdf/82597744.pdf.
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          [17]
          <string-name>
            <given-names>SOA</given-names>
            <surname>Security</surname>
          </string-name>
          . URL: https://www.manning.com/books/soa-security.
        </mixed-citation>
      </ref>
      <ref id="ref8">
        <mixed-citation>
          [18]
          <article-title>HTML</article-title>
          . URL: https://ru.wikipedia.org/wiki/HTML.
        </mixed-citation>
      </ref>
      <ref id="ref9">
        <mixed-citation>
          [19]
          <string-name>
            <given-names>H.</given-names>
            <surname>Hulak</surname>
          </string-name>
          ,et al.
          <article-title>Formation of requirements for the electronic record-book in guaranteed information systems of distance learning</article-title>
          ,
          <source>in: Workshop on Cybersecurity Providing in Information and Telecommunication Systems, CPITS 2021</source>
          , vol.
          <volume>2923</volume>
          ,
          <string-name>
            <surname>Kyiv</surname>
          </string-name>
          ,
          <year>2021</year>
          , pp.
          <fpage>137</fpage>
          -
          <lpage>142</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref10">
        <mixed-citation>
          [20]
          <article-title>WHDL</article-title>
          . URL: https://www.whdl.org.
        </mixed-citation>
      </ref>
      <ref id="ref11">
        <mixed-citation>
          [21]
          <string-name>
            <given-names>J. C.</given-names>
            <surname>Kim</surname>
          </string-name>
          ,
          <article-title>Comparing web APIs with service-oriented architecture and enterprise application integration</article-title>
          .
          <source>Integration architecture. Published on March</source>
          <volume>18</volume>
          (
          <year>2015</year>
          ). URL: https://developer.ibm.com/technologies/web-development/articles/comparing
          <article-title>-web-apis-withservice-oriented-architecture-and-enterprise-application-integration.</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref12">
        <mixed-citation>
          [22]
          <string-name>
            <given-names>V.</given-names>
            <surname>Lytvynov</surname>
          </string-name>
          , et al.,
          <article-title>Using decision support in finding sources of attacks on computer networks under uncertainty</article-title>
          .
          <source>Mathematical Mashines and Systems</source>
          (
          <year>2019</year>
          ). doi:
          <volume>10</volume>
          .34121/
          <fpage>1028</fpage>
          -9763-2019-4-
          <fpage>38</fpage>
          -51.
        </mixed-citation>
      </ref>
      <ref id="ref13">
        <mixed-citation>
          [23]
          <string-name>
            <given-names>V.</given-names>
            <surname>Lytvynov</surname>
          </string-name>
          , et al.,
          <article-title>Attacks defense of computer nets by tools using extended information about environment: monograph</article-title>
          , Chernihiv Politechnic National University,
          <year>2021</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref14">
        <mixed-citation>
          [24]
          <string-name>
            <given-names>S.</given-names>
            <surname>Shkarlet</surname>
          </string-name>
          , et al.,
          <source>The Model of Information Security Culture Level Estimation of Organization, Advances in Intelligent Systems and Computing, AISC</source>
          , Springer, Cham (
          <year>2020</year>
          ). doi:
          <volume>10</volume>
          .1007/978- 3-
          <fpage>030</fpage>
          -25741-5_
          <fpage>25</fpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref15">
        <mixed-citation>
          [25]
          <string-name>
            <given-names>M.</given-names>
            <surname>Vladymyrenko</surname>
          </string-name>
          , et al. (
          <year>2019</year>
          ).
          <article-title>Analysis of Implementation Results of the Distributed Access Control System</article-title>
          .
          <source>2019 IEEE International Scientific-Practical Conference Problems of Infocommunications, Science and Technology (PIC S&amp;T)</source>
          , doi: https://doi.org/10.1109/picst47496.
          <year>2019</year>
          .9061376
        </mixed-citation>
      </ref>
      <ref id="ref16">
        <mixed-citation>
          [26]
          <string-name>
            <given-names>A.</given-names>
            <surname>Carlsson</surname>
          </string-name>
          , et al.
          <source>Sustainability Research of the Secure Wireless Communication System with Channel Reservation</source>
          .
          <source>2020 IEEE 15th International Conference on Advanced Trends in Radioelectronics</source>
          , Telecommunications and Computer Engineering (TCSET),
          <year>2020</year>
          . https://doi.org/10.1109/tcset49122.
          <year>2020</year>
          .235583
        </mixed-citation>
      </ref>
      <ref id="ref17">
        <mixed-citation>
          [27]
          <string-name>
            <given-names>V.</given-names>
            <surname>Buriachok</surname>
          </string-name>
          , et al.,
          <article-title>“Invasion Detection Model using Two-Stage Criterion of Detection of Network Anomalies,”</article-title>
          <source>Cybersecurity Providing in Information and Telecommunication Systems (CPITS)</source>
          , pp.
          <fpage>23</fpage>
          -
          <lpage>32</lpage>
          , Jul.
          <year>2020</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref18">
        <mixed-citation>
          [28]
          <string-name>
            <given-names>G.</given-names>
            <surname>Radchenko</surname>
          </string-name>
          , Distributed Computer Systems, Chelyabinsk: Photo artist,
          <year>2012</year>
          . URL: https://glebradchenko.susu.ru/doc/Radchenko_Distributed_Computer_Systems.pdf.
        </mixed-citation>
      </ref>
      <ref id="ref19">
        <mixed-citation>
          [29]
          <string-name>
            <surname>NATO SPS Project</surname>
            <given-names>CyRADARS</given-names>
          </string-name>
          ,
          <article-title>Cyber Rapid Analysis for Defense Awareness of Realtime Situation</article-title>
          . URL: https://www.cyradars.net,
          <source>last accessed</source>
          <year>2021</year>
          /03/25.
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>