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<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>High-Speed Privaсy Amplification Method for Deterministic Quantum Cryptography Protocols Using Pairs of Entangled Qutrits</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Zhengbing Hu</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Sergiy Gnatyuk</string-name>
          <email>s.gnatyuk@nau.edu.ua</email>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff4">4</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Tetyana Okhrimenko (Zhmurko)</string-name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Vasyl Kinzeryavyy</string-name>
          <email>v.kinzeryavyy@nau.edu.ua</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Maksim Iavich</string-name>
          <email>m.iavich@scsa.ge</email>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Khalicha Yubuzova</string-name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Central China Normal University</institution>
          ,
          <addr-line>Wuhan</addr-line>
          ,
          <country country="CN">China</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>National Aviation University</institution>
          ,
          <addr-line>Kyiv</addr-line>
          ,
          <country country="UA">Ukraine</country>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>Satbayev University</institution>
          ,
          <addr-line>Almaty</addr-line>
          ,
          <country country="KZ">Kazakhstan</country>
        </aff>
        <aff id="aff3">
          <label>3</label>
          <institution>Scientific Cyber Security Association</institution>
          ,
          <addr-line>Tbilisi</addr-line>
          ,
          <country country="GE">Georgia</country>
        </aff>
        <aff id="aff4">
          <label>4</label>
          <institution>Yessenov University</institution>
          ,
          <addr-line>Aktau</addr-line>
          ,
          <country country="KZ">Kazakhstan</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>With the measureless, huge and rapid data exchange in network environments and increasing the attackers capabilities, quantity and quality of violations in cyberspace, information security has become the most important process for data storage and communication. Reliability of traditional methods for ensuring confidentiality is questionable, taking into account contemporary threats. Thereby, search of alternative methods and means for security is urgent issue. Significant interest causes quantum cryptography, which do not depend on computing or other capabilities of intruder, uses specific unique properties of quantum particles, and based on the inviolability of quantum physics laws. One of the most advanced quantum cryptography technology is quantum secure direct communication, which can transmit information directly by open channel, but it has only asymptotic security to non-coherent attacks and, certainly requires some methods for security amplification. In this regard, highspeed privaсy amplification method for quantum cryptography protocols was developed. To evaluate the effectiveness of this method was developed a methodology for experimental research, under which comparing of its performance with known method was made. According to the obtained results, the proposed method has a speed faster against analogs at the same level of security against non-coherent attacks.</p>
      </abstract>
      <kwd-group>
        <kwd>Information and Communication Technologies</kwd>
        <kwd>Information Security</kwd>
        <kwd>Quantum Cryptography</kwd>
        <kwd>Quantum Secure Direct Communication</kwd>
        <kwd>Qutrit</kwd>
        <kwd>Deterministic Protocol</kwd>
        <kwd>Security Amplification</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>
        Today urgency of the cybersecurity problem is beyond any doubt – every day each
citizen is faced with necessity to use information and communication technologies
(ІCT) – from using social networks and posting information about personal data online
to using ATMs, bank accounts etc. In this regard, the issue of ensuring confidentiality in
conditions of growthing quantity and quality of violations in cyberspace acutely raises.
Th cyberspace constantly improved and developed along with technologies which in
turn, complicates the process of identifying, analyzing and combating them. Reliability
of traditional methods to ensure the confidentiality, which is usually provided by means
of symmetric (secret key cryptography) [
        <xref ref-type="bibr" rid="ref15">15</xref>
        ] and/or asymmetric (public key cryptography)
methods, pose a challenge taking into account modern threat. For symmetric methods is
typical problem of secret keys distribution and asymmetric methods solve mentioned
problem but these methods are slow and need significant computing resources
[
        <xref ref-type="bibr" rid="ref10 ref13 ref5 ref6 ref8">5, 6, 8, 10, 13</xref>
        ]. Moreover, security of traditional cryptosystems depends on the
computing capabilities of intruder and based on hypothetical inability to solve a certain
class of mathematical problems in polynomial time – factorization and logarithmation in
discrete fields of large size etc (exluding post-quantum cryptosystems). However, this
hypothesis can be refuted by using, for example, many qubits quantum computers
(DWave 2X), GRID-technologies, HPC and other modern ICT [
        <xref ref-type="bibr" rid="ref13 ref6 ref8 ref9">6, 8, 9, 13</xref>
        ].
Considering all of the aforesaid, quantum cryptography (QC) causes great interest, it
is independent from computing power of intruder, uses specific unique properties of
quantum particles, and based on the inviolability of the quantum physics laws. Main
advantages of QC methods are possibility of the accurate intruder detection and
providing, in some cases, theoretical-information security. At present these methods
and systems have passed a difficult way from theoretical assumptions and laboratory
experiments to full commercial decisions [
        <xref ref-type="bibr" rid="ref13 ref5 ref6 ref8">5, 6, 8, 13</xref>
        ].
      </p>
      <p>
        The most highly developed QC technology is quantum key distribution [
        <xref ref-type="bibr" rid="ref5 ref7">5, 7</xref>
        ] and
other important direction is quantum secure direct communication (QSDC), which
can transmit information directly by open channel (without its encryption – the
problem of key distribution is neutralized). Today exists large number of QSDC
methods [
        <xref ref-type="bibr" rid="ref1 ref13 ref14 ref5 ref6">1, 5, 6, 13, 14</xref>
        ], which are based on different quantum technologies and can
be used for secure information transfering (using qubits or qudits), and also for
cryptographic keys distribution.
      </p>
      <p>
        Requirements for QSDC protocols security is considerably higher than for quantum
key distribution protocols, because in QSDC protocols every bit of information is
confidential and shouldn’t be intercepted by eavesdropper. Thus, although QSDC
protocols completely eliminates the problem of secret cryptographic keys distribution,
these have only asymptotic security from non-coherent attacks [
        <xref ref-type="bibr" rid="ref12">12</xref>
        ] and certainly
require security amplification methods [
        <xref ref-type="bibr" rid="ref13 ref14">13, 14</xref>
        ]. Since the probability to detect this
attack after a single eavesdropping control is less than “1” for all known QSDC
protocols, and errors in eavesdropping control mode will be created not only by
attack, but also by natural noise in quantum communication channel, it follows that it
is necessary to perform a certain amount of rounds of eavesdropping control before it
can confidently detect an attack. As far as both modes (eavespropping control an
message sending) should necessarily be alternated randomly, a certain amount of
information can be intercepted by eavesdropper [
        <xref ref-type="bibr" rid="ref13 ref6">6, 13</xref>
        ]. Obviously that its necessary
to apply additional procedures and methods to enhance security. In [
        <xref ref-type="bibr" rid="ref13 ref14">13, 14</xref>
        ] known
privacy amplification methods (PAM) for QSDC protocols is described, but this
method uses procedures that significantly slow down protocol work, as far as it is
necessary to apply reverse hashing using reversible ternary matrices. Generating of
such matrices requires more time and resource costs (significant number of
mathematical transformations over the Galois field).
      </p>
      <p>From the perspective of information capacity the most effective methods are those
that are use trit quantum systems. Due to relative natural-logarithmic information
density (Fig. 1), which is described by function</p>
      <p>Y (a)  ln y(a)  ln a ,</p>
      <p>
        a a
where a is radix, it follows that system with base equal to the base of natural logarithms
(i.e. is equal to e) has the highest information density. For fixed-point representation
system it’s ternary system [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ], in the case of quantum systems it’s three-level
quantum system named qutrits.
The purpose of this paper is developing a high-speed PAM for QC protocols using
pairs of entangled qutrits and conducting experimental research to evaluate its
effectiveness.
2. New Privacy Amplification Method Development
Assume it’s necessary to send message AVn by QSDC protocol (using both PAM),
where Vn  0,1, 2n , n  r  l , r  N is data block size, and l  N is amount of data
blocks. To compare the speed of messages A transmission by QSDC protocol (with
switching frequency q ) were evaluated runtime of each specific stage. To evaluate
the runtime of each phase following designations was used: Vgen are trit sequences
generating speed; Vkv and Vkl are trit sequences transfer speed by quantum and
classical channels respectively; Vx is execution speed for arithmetic operations in the
      </p>
      <sec id="sec-1-1">
        <title>GF(3) field.</title>
        <p>
          Consider proposed high-speed PAM for QC protocols (Fig. 2) [
          <xref ref-type="bibr" rid="ref12 ref14 ref5">5, 12, 14</xref>
          ], will assume
that Alice and Bob are legitimate users, Eve is eavesdropper.
        </p>
        <sec id="sec-1-1-1">
          <title>Alice</title>
          <p>Phase 1. Processes the secret
message A Vn by trit symmetric
function B  Fseknac  A, K 
Phase 2. Calculates hash code of
the message B : H  Fhf B
Phase 3. Transforms hash code H
with asymmetric transformation
function Faeknac using Bob’s open
secret parameter: J  Faeknac H, KoBp 
Phase 4. Forms final message
C Vno</p>
          <p>Phase 10
Sends secret
parameter K</p>
          <p>Classical
public channel</p>
          <p>Informs
about Eve’s
absence
Phase 5
Quantum
channel
Message C
transmission</p>
          <p>Bob
Phase 11. Recovers
message A  Fsdkeac B, K 
secret
Phase 9. Compares H and H
Phase 8. Performs inverse hash
code transformation H  Fadkeac J, KcBl 
Phase 7. Calculates hash code of
the message B : H  Fhs B</p>
        </sec>
        <sec id="sec-1-1-2">
          <title>Phase 6. Gets message C Vno and portion B Vn and J Vo</title>
          <p>Phase 1. Alice processes secret message AVn ( Vn  0,1, 2n , n  N ) with trit
symmetric transformation function
parameter, K V , k  N , k  n,
k</p>
          <p>Fseknac
Fseknac : B  Fseknac  A, K  , where</p>
        </sec>
      </sec>
      <sec id="sec-1-2">
        <title>K is secret</title>
        <p>is symmetric transformation function,
Fseknac :Vn  V , B is transformed secret message B V .</p>
        <p>n n
Phase 2. Alice calculates hash code of the message B : H  Fhf  B , where Fhf is trit
hash function, Fhf :Vn  V , h  N , h  n , H is hash code of the message B ,
h
H V .</p>
        <p>h
Phase 3. Alice transformes hash code H
with asymmetric transformation function
Faeknac using Bob’s open secret parameter: J  Faeknac  H , KoBp  , where KoBp is Bob’s
open secret parameter, KoBp Vp , p  N , Faeknac is asymmetric transformation
function, Faeknac :Vh  V , o  N , J is transformed hash code H , J V .</p>
        <p>o o
Phase 4. Alice forms final message C Vno for transmitting it to Bob: C   B, J  ,
where B V , J V .</p>
        <p>n o
Phase 5. Occurs message C transmission by quantum channel using QSDC
protocols from Alice to Bob. Even if Eve intercept part of the message C and still be
not detected, then, not knowing the secret parameter K , she can not restore the
original message A . It should be noted, that Alice and Bob can previously choose
such a value of switching frequency q between modes of QSDC protocols (from
message transmission mode to eavespropping control mode), with which the
probability of Eve’s successful attack would be insignificant.</p>
        <p>Phase 6. Bob gets message C Vno and portion B Vn , J  Vo and J  Vo .
Phase 7. Bob calculates hash code of the message B : H   Fhs  B : H   Fhs  B ,
where Fhf is trit hash function, Fhf :Vn Vh , H  is hash code of the message B ,
H  Vh .</p>
        <p>Phase 8. Bob performs inverse hash code transformation
transformation function Fadkeac using his private secret parameter: H   Fadkeac  J , KcBl  ,
H  by asymmetric
where KcBl is Bob’s private parameter, KcBl Vp , Fadkeac is asymmetric function of
inverse transformation, Fadkeac :Vo  V .</p>
        <p>h
Phase 9. Bob compares H and H and H  . If H   H  it means that message was
modified during transmission. Immediately assumed that Eve interfered in
communication session. So Bob and Alice interrupted session. Acording to
noncloning theorem, eavesdropper can not make an exact copy of quantum systems,
which are transmitted by communication channel, to conduct measurements over a
copy and send the original to legitimate user, without making measurements of it.
This forces intruder to measure state of the quantum systems, which are transmitted
(or entangle them with their quantum samples) that, according to postulate of
measurement, causes change of their conditions (in such case B  B and H   H  ).
If H   H  it means that there was no Eve interference and B  B .</p>
        <p>Phase 10. Bob informs Alice that during message transmission was no unauthorized
access. Alice in turn by open communication channel sends to Bob secret
parameter K .</p>
        <p>Phase 11. Bob recovers secret message A processes trit symmetrical reverse
transformation function Fsdkaec : A  Fsdkaec  B, K  , Fsdkaec is symmetrical reverse
transformation function, Fsdkaec :Vn  V .</p>
        <p>
          n
As symmetric functions of transformation and reverse transformation can be used or
trit block or stream transformation (however, these procedures are not encryption, as
far as K transmitted by open channel to establish the legitimacy of the user, which is
not conform to the principles of cryptography where key is secret parameter and it
doesn’t transmit using open channel). Note that in such construction of QSDC
protocols, switching frequency q between modes of their work can be reduced to a
minimum (from recommended value 0.5 to 0.05, based on the assumption that
additional security procedures and functions were implemented), at the same time will
increase speed of protocols and and Eve still be detected (on phases 5 and 9).
To study the proposed PAM for QSDC protocols [
          <xref ref-type="bibr" rid="ref4">4</xref>
          ] was developed experimental
methodology, according to which were made performances comparison with existing
PAM [
          <xref ref-type="bibr" rid="ref13 ref14">13, 14</xref>
          ]. Both methods are using for deterministic protocols with pairs of
entangled qutrits.
1.
2.
3.
4.
5.
6.
7.
8.
        </p>
        <p>Mi  Fgen K, i, r2 </p>
        <p>Bi  Ai  Mi
Bi  Fkv Bi ,q</p>
        <p>Mi  Fkl Mi 
Mi1  Fobr Mi</p>
        <p>Ai  Bi  Mi1</p>
        <p>Runtime</p>
        <p>l  r 2
l  (2r2  r)
 l  r   1  q

 Vkv 
l  (4r3  4r 2 )
l  (2r2  r)</p>
        <p>Vgen
Vx
l  r 2
Vkl
Vx
Vx
0
0
Presented in Table 2 formalized operations will be used for experimental study to
estimate the speed of known and proposed PAMs.
3. Exprimental Study of Proposed Method and Discussion
Proposed technique for experiments
To study the performance of mentioned methods seven experiments with different
parameters r , l , q , Vgen , Vkv , Vkl and Vx were conducted.</p>
        <p>Experiments purpose is investigate the efficiency of the developed method in
comparison with known and verify its adequacy.</p>
        <p>Input parameters: trit sequences generating speed (Vgen ) , speed of trit sequences
transfer by quantum channel (Vkv ) , speed of trit sequences transfer by classic channel
(Vkl ) , execution speed for arithmetic operations in the field GF(3) (Vx ) , data block size
(r) , amount of data blocks (l) , switching frequency to listening mode (q) , known and
proposed PAM for QC protocols, step size of changing for each parameter.
ki  Fgen K, i, r </p>
        <p>Bi  Ai  ki</p>
        <p>H  Fhf  B
J  Faeknac H, KoBp </p>
        <p>Bi  Fkv Bi ,q
J  Fkv  J ,q</p>
        <p>H  Fhf B
H  Fadkeac  J, KcBl </p>
        <p>K  Fkl  K 
ki  Fgen  K, i, r </p>
        <p>Ai  Bi  ki
 l  r  96   1  q

 Vkv </p>
        <p>Runtime
l  r
Vgen
l  r</p>
        <p>Vx
4  l  r</p>
        <p>Vx
4  l  r</p>
        <p>Vx
96
Vkl
l  r
Vgen
l  r
Vx
Output parameters: gathered speed statistics for both methods depending on input
parameters.</p>
        <p>Steps of experiments:
1) Fixed basic system settings: trit sequences generating speed (Vgen ) , speed of trit
sequences transfer by quantum channel (Vkv ) , speed of trit sequences transfer by
classic channel (Vkl ) , execution speed for arithmetic operations in the field GF(3)
(Vx ) , data block size (r), amount of data blocks (l) , switching frequency (q) ;
2) Next step is simulated performance of all phases of QSDC protocol by using
developed software;
3) Collected statistics is used to analyze effectiveness of the proposed method for
ensuring the security of QC protocols.</p>
        <p>Selecting a step of changing: changing r from 4 to 100 (in increments 4). Changing
protocols speed ( Vgen , Vkv , Vkl and Vx ) from 103 to 105.</p>
        <p>Study and discussion
Experiment 1. Let Vx  Vkl  106 , Vgen  104 , Vkv  103 , l  1000 , q  0.5 for known
method of ensuring security of QSDC protocols and q  0.05 for proposed method.
Probability of switching into eavesdropping control mode for proposed method can be
reduced to a minimum – from recommended value 0.5 to 0.05.</p>
        <p>Fig. 3 shows the results of experiment 1 to compare QSDC protocol performance for
different PAM.
According to experimental results, speed of QSDC protocol with the proposed PAM
at least in 1.52 time is higher than speed of the known method (for r  4 ).
Moreover, with increasing r performance improvements would be even more
significant. For example, when r  20 performance of the proposed method is
higher in 4.4 times.</p>
        <p>Experiment 2. Let Vx  Vkl  105 , Vgen  104 , Vkv  103 , l  1000 , q  0.5 for known
privaсy amplification method of QSDC protocols, q  0.05 for proposed method.
Fig. 4 shows the results of experiment 2 to compare QSDC protocol performance for
different methods of ensuring its security.
According to experimental results, speed of QSDC protocol with the proposed PAM
at least in 1.86 time is higher than speed of the known method (for r  4 ).
Moreover, with increasing r performance improvements would be even more
significant. For example, when r  20 performance of the proposed method is
higher in 14.5 times.</p>
        <p>Experiment 3. Let Vx  Vkl  Vgen  105 , Vkv  103 , l  1000 , q  0.5 for known
privaсy amplification method of QSDC protocols, q  0.05 for proposed method.
Fig. 5 shows the results of experiment 3 to compare QSDC protocol performance for
different methods of ensuring its security.
According to experimental results, speed of QSDC protocol with the proposed PAM
at least in 1.84 time is higher than speed of the known method (for r  4 ). Moreover,
with increasing r performance improvements would be even more significant. For
example, when r  20 performance of the proposed method is higher in 15.21 times.
Experiment 4. Let Vx  Vkl  Vgen  105 , Vkv  104 , l  1000 , q  0.5 for known
privaсy amplification method of QSDC protocols, q  0.05 for proposed method.
Fig. 6 shows the results of experiment 4 to compare QSDC protocol performance for
different methods of ensuring its security.
According to experimental results, speed of QSDC protocol with the proposed PAM
at least in 3.73 time is higher than speed of the known method (for r  4 ). Moreover,
with increasing r performance improvements would be even more significant. For
example, when r  20 performance of the proposed method is higher in 73.29 times.
Experiment 5. Let Vx  Vkl  Vgen  Vkv  105 , l  1000 , q  0.5 for known privaсy
amplification method of QSDC protocols, q  0.05 for proposed method.
Fig. 7 shows the results of experiment 5 to compare QSDC protocol performance for
different methods of ensuring its security.
According to experimental results, speed of QSDC protocol with the proposed PAM
at least in 5.45 time is higher than speed of the known method (for r  4 ).
Moreover, with increasing r performance improvements would be even more
significant. For example, when r  20 performance of the proposed method is
higher in 125.53 times.</p>
        <p>Experiment 6. Let Vx  106 , Vkl  105 , Vgen  104 , Vkv  103 , l  1000 , q  0.5 for
known privaсy amplification method of QSDC protocols, q  0.05 for proposed method.
Fig. 8 shows the results of experiment 6 to compare QSDC protocol performance for
different methods of ensuring its security.
According to experimental results, speed of QSDC protocol with the proposed PAM
at least in 1.55 time is higher than speed of the known method (for r  4 ).
Moreover, with increasing r performance improvements would be even more
significant. For example, when r  20 performance of the proposed method is
higher in 4.18 times.</p>
        <p>Experiment 7. Let Vx  105 , Vkl  106 , Vgen  104 , Vkv  103 , l  1000 , q  0.5 for
known privaсy amplification method of QSDC protocols, q  0.05 for proposed
method.</p>
        <p>Fig. 9 shows the results of experiment 7 to compare QSDC protocol performance for
different methods of ensuring its security.
According to experimental results, speed of QSDC protocol with the proposed PAM
at least in 1.83 time is higher than speed of the known method (for r  4 ).
Moreover, with increasing r performance improvements would be even more
significant. For example, when r  20 performance of the proposed method is
higher in 14.39 times.</p>
        <p>
          As can be seen from the above, according to experimental results, speed of QSDC
protocol with the proposed PAM at least in 1.52 time is higher than the speed of the
known method (Fig. 10).
However, it should be noted that these results were obtained for r  4 . In the
paper [
          <xref ref-type="bibr" rid="ref4">4</xref>
          ] mentioned, that legitimate users can choose the protocol parameters (block
size r , switching probability to control listening mode q and other parameters) in a
way that probability of Eve’s successful non-coherent attack after transmission one
block size r was negligibly small value. Can be concluded, that for effective use of
known and proposed PAM for QC protocols recommended size is r  20 , in that case
the speed of the proposed method at least higher in 4.4 times.
        </p>
      </sec>
    </sec>
    <sec id="sec-2">
      <title>Conclusions</title>
      <p>Advanced many qubits quantum computers are threats for traditional cryptosystems
(exluding post-quantum systems) and using of QC is alternative for some security tasks
solving (intruder detection, theoretical-information security providing in some cases etc).
But through it all QC has some actual probles devoted to high speed and security providing.
In this study high-speed PAM for deterministic QC protocols was developed. It allows to
minimize the amount of switching between protocol modes (message transmission and
eavesdropping control), and increase protocol speed at least in 1.52 time, while
maintaining the security against non-coherent attacks. It is achieved by use of quantum
integrity checking function and trit symmetric function, that are developed in this method.
Also in the study simulation of QSDC protocol work with proposed and known PAMs for
QC protocols to non-coherent attacks was conducted, which confirmed the adequacy of
the proposed method and its ability to use for privacy amplification of deterministic QC
protocols using pairs of entangled qutrits. According to given results, speed of QSDC
protocol with the proposed PAM is higher (when r  4 ) than the speed of the known
method, but as far as in QC recommended size is r  20 , in that case the speed of the
proposed method is higher at least in 4.4 times.</p>
      <p>
        From viewpoint of limitations, for effective practical application of the developed method
is necessary to use existing (for example [
        <xref ref-type="bibr" rid="ref11 ref3">3, 11</xref>
        ]) cryptographically secure generators of
pseudorandom sequence or develop new, which would satisfy the relevant requirements
including the generation of ternary sequences.
This scientific work was financially supported by self-determined research funds of
CCNU from the colleges’ basic research and operation of MOE (CCNU16A02015),
Joint Project of Shota Rustaveli National Science Foundation and Science &amp;
Technology Center in Ukraine [№ STCU-2016-08] as well as Ukrainian Young
Scientists Project № 0117U006770.
      </p>
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