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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Protecting Objects of Critical Information Infrastructure from Wartime Cyber Attacks by Decentralizing the Telecommunications Network</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Pavlo Anakhov</string-name>
          <email>anakhov@i.ua</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Viktoriia Zhebka</string-name>
          <email>viktoria_zhebka@ukr.net</email>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Svitlana Popereshnyak</string-name>
          <email>spopereshnyak@gmail.com</email>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Pavlo Skladannyi</string-name>
          <email>p.skladannyi@kubg.edu.ua</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Volodymyr Sokolov</string-name>
          <email>v.sokolov@kubg.edu.ua</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Borys Grinchenko Kyiv University</institution>
          ,
          <addr-line>18/2 Bulvarno-Kudriavska str., Kyiv, 04053</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>National power company “Ukrenergo”</institution>
          ,
          <addr-line>25 S. Petliuri str., Kyiv, 01032</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>State University of Information and Communication Technologies</institution>
          ,
          <addr-line>7 Solomenskaya str., Kyiv, 03110</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
      </contrib-group>
      <fpage>240</fpage>
      <lpage>245</lpage>
      <abstract>
        <p>The environment is changed by people, both unconsciously and consciously. The engineering and economic development of the environment is complemented by actions that involve deliberate destruction. Since 2014, units of the Russian army have been carrying out illegal military and terrorist actions on the territory of Ukraine, in particular, against critical infrastructure objects. The purpose of the article is to find ways to protect critical information infrastructure objects from cyber attacks. A universal way to counter cyber attacks is to decentralize the telecommunications network. A universal way to ensure the “decentralization” of a network is its hybridization, which ensures proper scalability. The values of signal parameters in a hybrid network depend on the physical nature of the signal and the transmission medium. Based on this, it may be logical to use a hybrid telecommunications network to protect against cyber attacks, which allows the selection of a channel with parameters that do not correspond to the harmful signal for the transmission of a useful signal.</p>
      </abstract>
      <kwd-group>
        <kwd>1 Hybrid network</kwd>
        <kwd>communication channel</kwd>
        <kwd>signal</kwd>
        <kwd>signal transmission medium</kwd>
        <kwd>useful signal</kwd>
        <kwd>malicious signal</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>The environment is changed by humans
mainly unconsciously.</p>
      <p>At the same time, the environment is
changed consciously by humans—engineering
and economic development of the natural and
geological system leads to its qualitatively new
natural and anthropogenic state.</p>
      <p>But some actions imply deliberate
destruction, both of infrastructure and the
environment itself [1]. In late February and
early March 2014, Russian army units
occupied the Crimean peninsula. In mid-April
2014, a conflict broke out in Donetsk and
Luhansk regions between the armed groups of
the Donetsk and Luhansk “people’s republics”
on the one hand, and Ukrainian law
enforcement officers with the involvement of
the Armed Forces of Ukraine on the other. On
February 24, 2022, Russian President vladimir
putin announced a military operation on the
territory of Ukraine; a few minutes later,
missile attacks began. Russian troops invaded
Ukraine, entering from Russia, Belarus, and the
temporarily occupied Crimea. There is an
obvious threat of an increase in the number of
emergencies related to illegal acts of terrorism,
as well as military emergencies related to the
consequences of the use of weapons.</p>
      <p>At the end of 2022, Russian troops launched
attacks on critical electricity infrastructure.
Drones and missiles hit 40% of Ukraine’s
energy facilities [2]. All thermal and
hydroelectric power plants suffered varying
degrees of damage [3]. The total damage in the
energy and extractive sector is estimated at
approximately $10.6 billion; aggregate
economic, social, and other monetary losses
totaled almost $27.2 billion [4]. On 6 June,
Russian occupation forces blew up the dam of
the Kakhovka hydroelectric power station.</p>
      <p>As a result of military-terrorist actions, the
total loss in the telecommunications and digital
sector is estimated at approximately 1.6 billion
US dollars; combined economic, social, and
other monetary losses amount to almost 1.6
billion US dollars.</p>
      <p>
        The sustainable functioning of the system of
interconnected critical infrastructure facilities
is ensured by the critical information
infrastructure of these facilities. The critical
information infrastructure of Ukraine’s energy
sector has become the second springboard of
warfare, and cyber-attacks are a full-fledged
component of this aggression. Ukraine’s
energy sector had been subject to Russian
cyberattacks before 24 February 2022, but
with the start of the full-scale invasion, the
number of attacks increased significantly. Last
year, the Operational Security Centre of the
transmission system operator recorded more
than 1.5 million corresponding blockages of
attempts to attack the industry [
        <xref ref-type="bibr" rid="ref3">5</xref>
        ].
      </p>
      <p>The purpose is to find ways to protect
critical information infrastructure facilities
from cyber threats of military and terrorist
origin.</p>
    </sec>
    <sec id="sec-2">
      <title>2. Universal Application of Identifiers and Secrets</title>
      <p>According to the classic scheme,
authentication data is separated for each
service separately. The result of the Li login will
be a value determined by a separate function
for each service:</p>
      <p>=    (  ,   ),
where IDi is the user ID in a specific service; AUi
is a secret; F() is a service-side authentication
data verification function; Si is the
corresponding service.</p>
      <p>To ensure the hidden secret, you can add its
hashing:
  =    (  , ℋ(  )).</p>
      <p>The type of hashing function ℋ() can be any,
the main thing is that it matches both on the
user side and on the server side.</p>
      <p>This approach creates a burden on the user
to store authentication pairs for all services.
Each service can have its own open session
time, which obliges the user to transfer their
data each time. On the other hand, each service
must maintain a base of trusted users. With the
increase in storage locations, the number of
vulnerable repositories increases. And since
users simplify their lives and create the same
authentication pairs for different services, the
hacking of one of the services indirectly
compromises others.</p>
      <p>
        It should be noted that some users use
password managers, but in this case, if an
attacker gains unauthorized access to the
password manager [
        <xref ref-type="bibr" rid="ref4">6</xref>
        ] not only one
authentication pair but also a reliable list of
services with all authentication pairs becomes
available to him.
      </p>
      <p>
        One of the ways to ensure the uniformity of
passwords is to transfer the function of the
password manager to a separate service that is
located in the middle of the infrastructure of
one organization, for example, identity
provider, or in the role of a third party, for
example, according to the OAuth 2.0 [
        <xref ref-type="bibr" rid="ref5">7</xref>
        ].
      </p>
      <p>If the services are combined into one
information system, then the need to save
separate authentication pairs for access to
different services S of the same information
system recedes into the background. It
remains sufficient to perform one login
through the security gateway:
 | =  ( , ℋ( )),
 = [ 1,  2, … ,   ],</p>
      <p>∈  .</p>
      <p>The zero trust security model postulates the
separation of access not only at the login level
for the security loop of the information system
but also defines the levels of access to each
service:</p>
      <p>| =  ( , ℋ( )),
 = [( 1,  1), ( 2,  2), … , (  ,   )],</p>
      <p>∈  ,
where Ri is the role of the user in the service Si.</p>
      <p>If a user can have several levels of
access/roles in different services, then to
switch between roles it is necessary to go
through the re-login procedure or use several
access media, for example, for web systems it
can be different browsers or different
instances of the same browser.</p>
      <p>On the other hand, a single service may
accept more than one identifier from a single
user, such as an email address or phone
number. In this case, instead of a single
identifier, an ID array of identifiers should be
used:</p>
      <p>Different AU secrets can be applied to
multiple IDs at the same time, such as
password, fingerprint scan, face or retina
image, etc. This method allows you to use
multiple secrets of the same type, for example,
multiple fingerprints. Therefore, the general
formula has the form:</p>
      <p>The novelty of this method is that it is not
important for the authentication service which
identifier and which secret were sent. Thus,
any communication by any communication
channel is allowed. As a result, the
authentication system becomes more
universal, and the influence of temporarily
unavailable methods of transmitting
identifiers and secrets is reduced.</p>
    </sec>
    <sec id="sec-3">
      <title>3. Results</title>
      <p>
        According to the definition, information
security objectives are confidentiality, data
integrity, authentication (entity and data
origin), and non-repudiation (for example, [
        <xref ref-type="bibr" rid="ref6 ref7">8–
9</xref>
        ]).
      </p>
      <p>
        Thus, the probability of violation of the
functional properties of Critical Information
Infrastructure (CII) takes into account the
classes of threats to its security:
4
P = 1 − (1 − qi ) ,
i=1
(1)
where q1 is the probability of a breach of
confidentiality (protection of data from
unauthorized reading by unauthorized
persons, entities, or processes); q2 is the
probability of a breach of data integrity (the
ability to detect any modifications, insertions,
or deletions that affect the correctness of the
data stored in the information resource); q3 is
the probability of breach of authentication
security (protection against unauthorized use
of the resource); q4 is the probability of breach
of non-failure security (security when a
participant in the interaction cannot
successfully deny the performance of certain
actions) [
        <xref ref-type="bibr" rid="ref8 ref9">10–11</xref>
        ].
      </p>
      <p>
        According to practice, the analysis of
possible threats is carried out during the
design, modernization, and reconstruction of
CII. The synthesis of measures aimed at
reducing damage is usually carried out for
individual threats [
        <xref ref-type="bibr" rid="ref10 ref6 ref7">8–9, 12</xref>
        ].
      </p>
      <p>
        A universal way to counter cyber threats is
to decentralize the telecommunications
network [
        <xref ref-type="bibr" rid="ref11 ref12 ref13">13–15</xref>
        ].
      </p>
      <p>A universal way to ensure the
“decentralization” of the network is its
hybridization, which ensures proper
scalability.</p>
      <p>
        Fig. 1 shows a diagram of a hybrid
telecommunications network consisting of a
hierarchical sequence of multiplexers.
According` to the functional diagram,
communication channels are described by a
dependency of the form [
        <xref ref-type="bibr" rid="ref14">16</xref>
        ]:
ej = (if ,it ,i ,im ) , if = 1, nf , it = 1, nt ,
i = 1, n , im = 1, nm , j = 1, j ,
(2)
where e is the designation of a communication
channel; j is the identifier of a communication
channel in a multiplexed telecommunication
network; if, it, i, and im are channel identifiers
of multiplexing systems with frequency f, time
t channel separation, channel separation by the
physical nature of signals , by transmission
media m, respectively; nf, nt, n, and nm are
numbers of channels n of multiplexing systems
with frequency f, time t channel separation,
with channel separation by physical nature of
signals , and by transmission media m,
respectively.
      </p>
      <p>
        According to the scheme shown in Fig. 1, a
hybrid telecommunications network, in
addition to frequency (the same as spectral,
with wavelength division) and time division
multiplexing, supports multiplexing of
communication channels with division by
physical nature and transmission media.
Table 1 shows the matrix of their
correspondence.
The values of signal parameters in a hybrid
network depend on the physical nature of the
signal and the transmission medium [
        <xref ref-type="bibr" rid="ref14">16</xref>
        ]:
X e = (if ,it ,i ,im )  X e = (if ,it ,i ',im ) , (3)
 j  j
or
X ej = (if ,it ,i ,im )  X ej = (if ,it ,i ,im' ) , (4)
where X—is a certain signal parameter in a
hybrid network (signal attenuation in the
medium, range, and maximum signal
transmission rate, etc.); , ’—signals of
different physical nature; m, m’—different
transmission media.
      </p>
      <p>Based on this, it may be logical to use a
hybrid telecommunications network to protect
against cyber attacks, which allows the
selection of a channel for the transmission of a
useful signal with indicators that do not
correspond to the malicious signal through
which the malicious code is distributed.
Protection in the event of an attack is provided
by changing the physical nature of the useful
information signal and/or its transmission
medium.</p>
    </sec>
    <sec id="sec-4">
      <title>4. Discussion</title>
      <p>
        Decentralized control systems provide an
effective solution to many problems of
managing large-scale industrial processes.
They are more effective in terms of cyber
attacks than distributed and centralized
control systems [
        <xref ref-type="bibr" rid="ref11 ref16 ref17">13, 18–19</xref>
        ].
      </p>
      <p>
        A decentralized authentication and access
control protocol addresses broader data
privacy and security needs [
        <xref ref-type="bibr" rid="ref12">14</xref>
        ]. In Fig. 2 shows
a comparative characteristic of centralised and
decentralized telecommunication networks.
networks
vs.
      </p>
    </sec>
    <sec id="sec-5">
      <title>5. Conclusions</title>
      <p>Different values of signal parameters in a
hybrid telecommunications network
decentralized through the use of channels and
channel sections (communication lines,
telecommunications equipment) with signals
of different physical nature is a feature of a
hybrid telecommunications network. This
determines the feasibility of choosing a
channel from the available list of existing ones
in the event of a cyber attack or cyber threat.
Protection is achieved by changing the physical
nature of the useful information signal and/or
its transmission medium.</p>
    </sec>
  </body>
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