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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Blockchain-based Infrastructure for Proof of Existence in eGovernment</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Alessandro Vizzarri</string-name>
          <email>alessandro.vizzarri@radiolabs.it</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Radiolabs, Consorzio Università Industria, Laboratori di Radiocomunicazioni</institution>
          ,
          <addr-line>Rome</addr-line>
          ,
          <country country="IT">Italy</country>
        </aff>
      </contrib-group>
      <fpage>36</fpage>
      <lpage>43</lpage>
      <abstract>
        <p>The explosion of the digital technologies is afecting several and diferent sectors. In this scenario the public sector has a crucial role. The eGovernment (eGov) sector has to adopt the necessary methodologies and technologies in order to enable the digital applications for the own clients, namely the citizens. A powerful data sharing together with the data integrity and the temporal traceability is strongly recommended in the public sector. This concept is an important key factor for the transparency between citizens and the public entities. In this direction the Proof of Existence (PoE) gives the possibility to certify the ownership of a specific document. The paper analyzes the diferent architectures for the information systems used in typical public scenarios. Peer-to-peer architectures as Bitcoin blockchains also analyzed in order to evaluate their contribution for a transparent PoE in a public context. The final conclusions remark the importance of the data integrity verification and the temporal traceability enabled by the bitcoin blockchain.</p>
      </abstract>
      <kwd-group>
        <kwd>eol&gt;Blockchain</kwd>
        <kwd>eGovernament</kwd>
        <kwd>Proof of Existence</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>1. Introduction
between citizens and the public entities. In this
direction the Proof of Existence (PoE) gives the possibility
to certify the ownership of a specific document. The
paper presents how the bitcoin distributed
architecture is useful for the PoE in a public context. The
section 2 illustrates the traditional approach for
information systems and the diferent architectures used for
eGov. The section 3 describes the bitcoin blockchain
technology. The section 4 analyzes a possible
implementation of a blockchain-based information system
for eGov applications. In the section 5 final
conclusions are evidenced.</p>
      <p>
        The explosion of the digital technologies is afecting
several and diferent sectors: eHealth [
        <xref ref-type="bibr" rid="ref28">1, 2</xref>
        ],
automotive [3] or energy [
        <xref ref-type="bibr" rid="ref36">4, 5, 6</xref>
        ] are the first examples of
how digital applications will create an important
digital ecosystem. To provide connectivity to persons and
to smart objects worldwide, some telecommunication
architectures have been proposed in the literature,
including fixed access and ultra-dense wireless networks
and satellite [
        <xref ref-type="bibr" rid="ref1">7, 8</xref>
        ]. Moreover the introduction of new
technologies and electronic devices characterized by
an increasingly computational power is favoring
digitalization in several fields [
        <xref ref-type="bibr" rid="ref2">9, 10, 11, 12, 13, 14, 15, 16,
17</xref>
        ]. 2. Traditional Approach
      </p>
      <p>One of the most challenging applications is the
public sector, whose scenario has a crucial role. The eGov- In the eGov context, the interaction between citizens
ernment (eGov) sector has to adopt the necessary me- and public entities takes place in diferent ways
dethodologies and technologies in order to enable the pending on the information systems and architectures
digital applications for the own clients, namely the cit- that are used. By the first proprietary information
sysizens [18]. This digitalization process forces the public tems we moved to the cloud-based information
followentities to guarantee the integrity of the digital data ing diferent paradigms, as Service as a Service (SaaS),
exchanged not only with the citizens but also with o- Platform as a Service (PaaS), Infrastructure as a Service
ther public entities. A powerful data sharing together (IaaS). All these information systems can be based on
with the data integrity and the temporal traceability is diferent architectures: centralized, decentralized and
strongly recommended in the public sector. This con- distributed scheme [19]. All of them present issues
recept is an important key factor for the transparency garding security and data management. In particular,
in case of a document transmission procedure or
digital payments, the necessity for guaranteeing data
integrity is very important [20].</p>
      <p>© 2020 Copyright for this paper by its authors. Use permitted under Creative
CPWrEooUrckReshdoinpgs IhStpN:/c1e6u1r3-w-0s.o7r3g CCoEmUmoRns WLiceonrsekAsthtriobuptioPnr4o.0cIneteerdnaitniognasl ((CCC EBYU4R.0)-.WS.org)</p>
    </sec>
    <sec id="sec-2">
      <title>2.1. Centralized Information System</title>
    </sec>
    <sec id="sec-3">
      <title>2.2. Decentralized Information System</title>
      <p>In a centralized information system, each client can The figure 2 depicts a decentralized information
sysinterface with a single server for a given service [21]. tem [22]. The server 2 and server 3 are linked among
As shown in Figure 1, if the citizen A needs to bene- theme and they interact with the citizen B. The citizen
ift from the services of the municipality will be con- A instead interacts with the server 1 because he has a
nected to the dedicated server (server 1). If the citizen municipality active session.</p>
      <p>A needs for interaction with Tax Register (server 2) or Server 2 and server 3 interact with each other but
Land Register (server 3), he has to open other sessions not with the server 1. They cannot share the data stored
on diferent server (e.g. server 2 and server 3). In this on the server 1. We have only a partial sharing of
inforsystem, the citizen A may prove the PoE only to the mation: from/to server 2 to/from server 3. The
secuserver 1 within the same session. In order to submit rity management can regard the server 2 and server 3.
the PoE to the server 2 and to server 3, the citizen A Server 1 can follow other policies or trusted third party
needs to: certifications. The data repository is centralized for
each data type or service. Security policies are
man• connect to them aged by a trusted third party. Since not all the servers
are linked among them, the data sharing is quite
dif• open other sessions ifcult and it can be afected by errors. Data integrity
• transfer the signed document should be guaranteed by a trusted third party. In a
system of this type, the citizen A is in the same situation
described in the previous section. Citizen A may prove
PoE only to the server with an active session. In case
of PoE submission to the server 2 and server 3, citizen
A needs to connect to them, to open other sessions
and transfer the signed document. The citizen B can
instead submit the PoE to the server 2 or to the server
3 thanks to the active session on server 2. Anyway, he
cannot forward it to the server 1. In order to do it
citizen B has to open a new session on it. In this scenario
the same issues of the previous scenario are identified:
PoE corruption, digital identity theft and alteration of
e-mail notification.</p>
      <sec id="sec-3-1">
        <title>Security vulnerabilities can occur. The citizen B in</title>
        <p>stead can forward the PoE to the server 2 or to the
server 3 server thanks to the active sessions. Anyway,
the citizen B cannot forward the PoE to the server 1.
To do it, the citizen B has to open other session on the
server 1. The data repository is centralized for each
data type or service. Security policies are managed
by a trusted third party. Since not all the servers are
linked among them, the data sharing is quite dificult
and it can be afected by errors. Data integrity should
be guaranteed by a trusted third party. In this scenario
several issues can be identified. The PoE can be altered
by the citizens and the public entities. In fact,
timestamp or the document can be modified. The digital
identity of the citizen A can be stolen or snifed. The
e-mail notifications can be also corrupted.</p>
      </sec>
    </sec>
    <sec id="sec-4">
      <title>2.3. Distributed Information System</title>
      <sec id="sec-4-1">
        <title>In a distributed information system (Figure 3), all servers are interconnected among them. The data sharing is allowed on the basis of appropriate policies. The 37</title>
        <p>client nodes can connect to one of the network servers.
As shown in the figure 3, the citizen A may access the
services of the municipality through the server 1. If the
citizen A needs to access the other servers, the server
1 can manage the interconnections with them. The
citizen B is in the same situation of the citizen A.
After accessing the server 3, he can be redirected to the
server 2 or server 1 for other services.</p>
        <p>All the servers can interact among them. This
enables the data sharing. Security vulnerabilities can also
occur in this scenario. The PoE can be altered by the
citizens and the public entities. In fact, timestamp or
the document can be modified. Data integrity should
be guaranteed by a trusted third party. The PoE can be
altered by the citizens and the public entities. In fact,
timestamp or the document can be modified. There is
any possibility to prove the temporality of the actions
of the data.</p>
        <sec id="sec-4-1-1">
          <title>3. Blockchain-based approach</title>
        </sec>
      </sec>
      <sec id="sec-4-2">
        <title>An alternative distributed architecture for information</title>
        <p>system can adopt a peer-to-peer scheme. All the nodes
can represent either client either server (Figure 4). This
scenario is well modelled by the bitcoin blockchain. It
refers to a “Public Distributed Verifiable Cryptographic
Ledger” [23] [24]. These important properties are
deifned as follows:
• Ledger: is a verifiable transactional database.
Every peer can download locally the ledger and
then hold it on a local device.</p>
      </sec>
      <sec id="sec-4-3">
        <title>All the user nodes communicate in term of trans</title>
        <p>actions exchanged among them. The technology uses
ECDSA cryptography curve to authenticate and
identify the nodes. Moreover, it allows the nodes to
securely manage and add transactions to the ledger. The
transactions are verified and confirmed by dedicated
nodes (mining nodes). This implies there is no need
for a central authority [25].</p>
      </sec>
    </sec>
    <sec id="sec-5">
      <title>3.1. Wallet</title>
      <p>When a peer wants to connect to the bitcoin blockchain,
it has to download a dedicated software tool. This
generates a couple of keys, a private and a public key
locally, which are to be used for transactions.</p>
      <p>• Private key: 256-bit hexadecimal number
• Public key: 130-bit hexadecimal number
• Bitcoin address: 160-bit hash of the public
portion of a public/private ECDSA keypair
• Amount of bitcoin to spend
3.2. Transactions</p>
    </sec>
    <sec id="sec-6">
      <title>3.4. Merkle root</title>
      <p>the Unspent Transaction Output (UTXO). The unlock- In the bitcoin blockchain, each block of data is linked
ing script is a dedicated script containing the condi- to the successive with specific criteria based on
transtions enabling the transactions between the nodes. Fi- action hashing. When a block is validated and another
nally, a sequence number is present. It is a number block needs for validation, a Merkle Tree
cryptograused for updating unconfirmed time-locked transac- phy scheme is adopted (Figure 7). In fact, transactions
tions before their finalization. It is currently disabled. ID are hashed through a double SHA (256) algorithm,
Figure 5 shows an example of bitcoin transactions. as shown in Figure 7.</p>
      <p>The result of this double hash is put into the block
3.3. Block Information header as TX_root record. Prev_Hash record in the
current block header is the result of the previous block
All transactions are included in blocks. Each block hashing using SHA (256) algorithm.
contains information of several transactions made by This mechanism for chaining the data blocks gives
the nodes belonging to the blockchain. These informa- the possibility to trace all the transactions between the
tion are globally published and distributed. As shown nodes in terms of how, from-to and when an amount
in the Figure 6, they mainly refer to: of bitcoin was spent.</p>
      <sec id="sec-6-1">
        <title>1. Block Header, with: 39</title>
      </sec>
    </sec>
    <sec id="sec-7">
      <title>3.5. Proof of work</title>
      <sec id="sec-7-1">
        <title>When a set of transactions is put into a block, this data</title>
        <p>block has to be validated by the miner nodes. The
proof of work is a set of data to hardly produce for
some nodes and easily for other ones.</p>
        <p>Bitcoin blockchain adopts the hashcash proof of
work based on a partial hash inversion. A miner node
must complete the proof of work requested by a
specific block. The dificulty of this work is runtime
adjusted in order to respect the maximum temporal
interval of 10 minutes for the generation of a new block.
A block is validated if its hash result is less than a
target value. After a block validation, a miner node
receives a reward (e.g. in bitcoin) for the completed
work.</p>
        <sec id="sec-7-1-1">
          <title>4. PoE in eGovernment</title>
        </sec>
        <sec id="sec-7-1-2">
          <title>Applications</title>
          <p>Some strategies for securing data in applications
concerning smart objects have been proposed in the
literature [26], [27]. Nevertheless, the bitcoin blockchain,
with its decentralized structure, can be very useful in
the eGov scenario. The possibility of the nodes to
communicate in a peer-to-peer modality is positive from a
social participation point of view. Citizen and public
entities are nodes of the same blockchain. They can
read, write and share the same data included into the
blocks. This approach can increase the citizen’s trust
in public authorities. The need for transparency by
the citizens is an important enabler for a
blockchainbased infrastructure. In the previous eGov
infrastructure it is not possible by the citizens or public
entities to assure the Proof-of-Work of a document and to
guarantee the data integrity without the involvement 4.1. Processes
of a trusted third party. In any case this cannot
exclude the risk of data corruption of modification. In
a peer-to-peer scheme as that provided by the bitcoin
blockchain, the involvement of a trusted third party
for the security certification is not necessary anymore.</p>
          <p>Citizens and public entities have the same permissions
(Figure 8). In this context Municipality is the Peer 1,
the Tax Register is the peer 2, the Land Register is the
Peer 3, the Parking Center is the Peer 4, Citizen A is
the Peer 5 and the Citizen B is the Peer 6. They can
manage and share the data among them through the
blockchain.</p>
          <p>The data exchange in the bitcoin blockchain is
enabled by a specific record of a transaction called OP_
RETURN [28]. It a valid opcode used in a bitcoin not
spendable transaction, which allows the insertion of a
data stream with a maximum length of 80 Bytes. In
this way the citizens can share the hashes of
documents (e.g. SHA (256)) through the OP_RETURN
opcode. The peers hold a local copy of the bitcoin ledger
containing all transactions among all the nodes
belonging to the blockchain. Finally, the peers manage
the same wallet as defined in Section 3.</p>
        </sec>
      </sec>
      <sec id="sec-7-2">
        <title>In figure 9 the two diferent approaches are shown: the</title>
        <p>traditional and the blockchain-based.</p>
        <p>The traditional approach expects the document
sendon a pair of keys (public key and private key). The
previous network architectures manage services and
data with the involvement of a trusted third party for
the security certification. The blockchain scheme does
not need it. All the nodes participate to the blockchain
and guarantee themselves. They can share data with
anonymity. The Bitcoin Address is used for
authentication and 2-factor authorization. The other network
architectures use a User ID (UID) and a Password (PWD).</p>
        <p>They can be afected by a temporary server
unavailability with negative efects on services and data
exchanged.</p>
        <p>Adopting a peer-to-peer scheme, a blockchain
architecture can guarantee the connection of at least one
server. Anyway, each node holds locally a copy of the
ledger containing all transaction information. Finally,
the most important aspect is related to the data
integrity and to the temporal data traceability. All
timestamp stored in the blocks are linked among them. It is
quite impossible to modify or corrupt a particular data
block because an attacker should resolve all hashes of
all the data blocks belonging to the bitcoin blockchain.
ing to a specific server. The control of data integrity
can be separately performed by the citizen and
public entities control on own devices. Each of them can
verify a data integrity that can be diferent from the
other. With the blockchain-based approach, the
citizen A can access the server 1 for municipality
services. He can compute the document hash and store
it into the OP_RETURN record of an unspendable
bitcoin transaction. The same situation is for the citizen 5. Conclusion
B. Once the not spendable transaction is confirmed,
the document is oficially certified and demonstrated The necessity for guaranteeing the integrity of data
to exist before the time the transaction was confirmed. and consequentially the PoE is an important topic for
In this way the other peers (server 2 and server 3) from the eGov environment. This enable a major
transpapublic entities can verify the PoE. Within the bitcoin rency and trust in the public entities by the citizens.
blockchain, they can search for the following informa- Since the public entities will become more digitalized
tion: in the next years, the information systems have to base
on reliable network infrastructures. This paper
ana• Bitcoin Address of citizen A lyzed diferent preferred information configurations:
• Transaction ID (TxID) centralized, decentralized and distributed. All of them
can be afected by the risk of the data corruption. The
• Block height PoE becomes crucial to certify by citizens or public
entities. A blockchain-based system can be used for
4.2. Block information PoE guaranteeing thanks to its peer-to-peer scheme.
Citizens and public entities can exchange hashed data
The corresponding block is shown in Figure 10. We stored in an option bitcoin record, the OP_RETURN. In
suppose it as the successive block of block listed in this way the data integrity can be verified comparing
Figure 4. Not only data in the present block header the exchanged hashes. Moreover, the temporal
traceare diferent from the previous one, but also those in ability is also made possible due to the linked
timesthe block body. Being a not spendable transaction, the tamps stored in the block headers. Next works will
corresponding amount is equal to 0.0 Satoshi. Hashes be focused on an experimental implementation and on
are put into the OP_RETURN of an unspendable trans- innovative hashing algorithms for data integrity
guaraction. They are included in the block. anteeing.</p>
      </sec>
    </sec>
    <sec id="sec-8">
      <title>4.3. Final Comparison</title>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          <issue>Access 7</issue>
          (
          <year>2019</year>
          )
          <fpage>186340</fpage>
          -
          <lpage>186351</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          [10]
          <string-name>
            <given-names>C.</given-names>
            <surname>Napoli</surname>
          </string-name>
          ,
          <string-name>
            <given-names>G.</given-names>
            <surname>Pappalardo</surname>
          </string-name>
          , E. Tramontana, R. K. [1]
          <string-name>
            <given-names>M.</given-names>
            <surname>Asif-Ur-Rahman</surname>
          </string-name>
          , et al.,
          <article-title>Toward a heteroge-</article-title>
          <string-name>
            <surname>Nowicki</surname>
            ,
            <given-names>J. T.</given-names>
          </string-name>
          <string-name>
            <surname>Starczewski</surname>
            ,
            <given-names>M.</given-names>
          </string-name>
          <string-name>
            <surname>Woźniak</surname>
          </string-name>
          , Toward
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          <source>of Things Journal</source>
          <volume>6</volume>
          (
          <year>2019</year>
          )
          <fpage>4049</fpage>
          -
          <lpage>4062</lpage>
          .
          <source>ference on Artificial Intelligence and Soft Com</source>
          [2]
          <string-name>
            <given-names>P.</given-names>
            <surname>Ferroni</surname>
          </string-name>
          ,
          <string-name>
            <given-names>F.</given-names>
            <surname>Zanzotto</surname>
          </string-name>
          ,
          <string-name>
            <given-names>N.</given-names>
            <surname>Scarpato</surname>
          </string-name>
          ,
          <string-name>
            <surname>A</surname>
          </string-name>
          . Spila, puting, Springer,
          <year>2015</year>
          , pp.
          <fpage>79</fpage>
          -
          <lpage>89</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>
          <string-name>
            <given-names>L.</given-names>
            <surname>Fofi</surname>
          </string-name>
          ,
          <string-name>
            <given-names>G.</given-names>
            <surname>Egeo</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Rullo</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R.</given-names>
            <surname>Palmirotta</surname>
          </string-name>
          , P. Bar- [11]
          <string-name>
            <given-names>M.</given-names>
            <surname>Wózniak</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D.</given-names>
            <surname>Połap</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R. K.</given-names>
            <surname>Nowicki</surname>
          </string-name>
          , C. Napoli,
        </mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          <article-title>to predict medication overuse in migraine pa- toward medical signals classifier</article-title>
          , in: 2015 Inter-
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          <source>ogy Journal</source>
          <volume>18</volume>
          (
          <year>2020</year>
          )
          <fpage>1487</fpage>
          . (IJCNN), IEEE,
          <year>2015</year>
          , pp.
          <fpage>1</fpage>
          -
          <lpage>7</lpage>
          . [3]
          <string-name>
            <surname>I. Benedetti</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R.</given-names>
            <surname>Giuliano</surname>
          </string-name>
          , C. Lodovisi, [12]
          <string-name>
            <given-names>D.</given-names>
            <surname>Połap</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Woźniak</surname>
          </string-name>
          ,
          <string-name>
            <given-names>C.</given-names>
            <surname>Napoli</surname>
          </string-name>
          , E. Tramontana,
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          <string-name>
            <given-names>F.</given-names>
            <surname>Mazzenga</surname>
          </string-name>
          ,
          <article-title>5g wireless dense access net- Real-time cloud-based game management sys-</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref8">
        <mixed-citation>
          <source>and costs</source>
          ,
          <source>2017 International Conference Journal of Electronics and Telecommunications</source>
        </mixed-citation>
      </ref>
      <ref id="ref9">
        <mixed-citation>
          <source>of Electrical and Electronic Technologies for 61</source>
          (
          <year>2015</year>
          )
          <fpage>333</fpage>
          -
          <lpage>338</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref10">
        <mixed-citation>
          <string-name>
            <surname>Automotive</surname>
          </string-name>
          ,
          <string-name>
            <surname>Torino</surname>
          </string-name>
          (
          <year>2017</year>
          )
          <fpage>1</fpage>
          -
          <lpage>6</lpage>
          . [13]
          <string-name>
            <given-names>G.</given-names>
            <surname>Capizzi</surname>
          </string-name>
          ,
          <string-name>
            <given-names>C.</given-names>
            <surname>Napoli</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L.</given-names>
            <surname>Paternò</surname>
          </string-name>
          , An innovative [4]
          <string-name>
            <given-names>D.</given-names>
            <surname>Bracci</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.</given-names>
            <surname>Elia</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Ruvio</surname>
          </string-name>
          ,
          <article-title>A study on a high- hybrid neuro-wavelet method for reconstruction</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref11">
        <mixed-citation>
          <source>IEEE International Conference on Dielectric Liq- gence and Lecture Notes in Bioinformatics) 7267</source>
        </mixed-citation>
      </ref>
      <ref id="ref12">
        <mixed-citation>
          <source>uids ICDL</source>
          <year>2019</year>
          , Roma Italy, (
          <year>Jun</year>
          .
          <year>2019</year>
          ).
          <source>LNAI</source>
          (
          <year>2012</year>
          )
          <fpage>21</fpage>
          -
          <lpage>29</lpage>
          . [5]
          <string-name>
            <given-names>G.</given-names>
            <surname>Iazeolla</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Pieroni</surname>
          </string-name>
          , A power management of [14]
          <string-name>
            <given-names>G.</given-names>
            <surname>Capizzi</surname>
          </string-name>
          , G. Sciuto,
          <string-name>
            <given-names>C.</given-names>
            <surname>Napoli</surname>
          </string-name>
          , E. Tramontana,
        </mixed-citation>
      </ref>
      <ref id="ref13">
        <mixed-citation>
          <volume>492</volume>
          (
          <year>2014</year>
          )
          <fpage>453</fpage>
          -
          <lpage>459</lpage>
          .
          <article-title>ture to model surface plasmon polaritons</article-title>
          prop[6]
          <string-name>
            <given-names>C.</given-names>
            <surname>Boccaletti</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.</given-names>
            <surname>Elia</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Salas</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Pasquali</surname>
          </string-name>
          , High agation,
          <source>Micromachines</source>
          <volume>7</volume>
          (
          <year>2016</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref14">
        <mixed-citation>
          <article-title>reliability storage systems for genset cranking</article-title>
          , [15]
          <string-name>
            <given-names>M.</given-names>
            <surname>Matta</surname>
          </string-name>
          ,
          <string-name>
            <given-names>G.</given-names>
            <surname>Cardarilli</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L. Di</given-names>
            <surname>Nunzio</surname>
          </string-name>
          , R. Fazzo-
        </mixed-citation>
      </ref>
      <ref id="ref15">
        <mixed-citation>
          <source>Journal of Energy Storage</source>
          <volume>29</volume>
          (
          <year>June 2020</year>
          ). lari,
          <string-name>
            <given-names>D.</given-names>
            <surname>Giardino</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Nannarelli</surname>
          </string-name>
          , M. Re, S. Spanò, [7]
          <string-name>
            <given-names>B.</given-names>
            <surname>Jou</surname>
          </string-name>
          , et al.,
          <article-title>Architecture options for satellite in- A reinforcement learning-based qam/psk sym-</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref16">
        <mixed-citation>
          <article-title>tegration into 5g networks, 2018 European Con- bol synchronizer</article-title>
          ,
          <source>IEEE Access 7</source>
          (
          <year>2019</year>
          )
          <fpage>124147</fpage>
          -
        </mixed-citation>
      </ref>
      <ref id="ref17">
        <mixed-citation>
          <source>ference on Networks and Communications (Eu- 124157.</source>
        </mixed-citation>
      </ref>
      <ref id="ref18">
        <mixed-citation>
          <source>CNC)</source>
          , Ljubljana, Slovenia (
          <year>2018</year>
          )
          <fpage>398</fpage>
          -
          <lpage>399</lpage>
          . [16]
          <string-name>
            <given-names>G.</given-names>
            <surname>Capizzi</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.</given-names>
            <surname>Coco</surname>
          </string-name>
          , G. Sciuto,
          <string-name>
            <given-names>C.</given-names>
            <surname>Napoli</surname>
          </string-name>
          , A new it[8]
          <string-name>
            <given-names>F.</given-names>
            <surname>Mazzenga</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R.</given-names>
            <surname>Giuliano</surname>
          </string-name>
          ,
          <string-name>
            <given-names>F.</given-names>
            <surname>Vatalaro</surname>
          </string-name>
          ,
          <article-title>Fttc-based erative fir filter design approach using a gaussian</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref19">
        <mixed-citation>
          <article-title>fronthaul for 5g dense/ultra-dense access net- approximation</article-title>
          ,
          <source>IEEE Signal Processing Letters 25</source>
        </mixed-citation>
      </ref>
      <ref id="ref20">
        <mixed-citation>
          <article-title>work: Performance and costs in realistic scenar-</article-title>
          (
          <year>2018</year>
          )
          <fpage>1615</fpage>
          -
          <lpage>1619</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref21">
        <mixed-citation>
          <string-name>
            <surname>ios</surname>
          </string-name>
          ,
          <source>Future Internet</source>
          <volume>9</volume>
          (
          <year>2017</year>
          )
          <fpage>71</fpage>
          . [17]
          <string-name>
            <given-names>M.</given-names>
            <surname>Matta</surname>
          </string-name>
          ,
          <string-name>
            <given-names>G.</given-names>
            <surname>Cardarilli</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L. Di</given-names>
            <surname>Nunzio</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R.</given-names>
            <surname>Fazzolari</surname>
          </string-name>
          , [9]
          <string-name>
            <given-names>S.</given-names>
            <surname>Spanò</surname>
          </string-name>
          ,
          <string-name>
            <given-names>G.</given-names>
            <surname>Cardarilli</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L. Di</given-names>
            <surname>Nunzio</surname>
          </string-name>
          ,
          <string-name>
            <given-names>R.</given-names>
            <surname>Fazzolari</surname>
          </string-name>
          ,
          <string-name>
            <given-names>D.</given-names>
            <surname>Giardino</surname>
          </string-name>
          ,
          <string-name>
            <given-names>M.</given-names>
            <surname>Re</surname>
          </string-name>
          ,
          <string-name>
            <given-names>F.</given-names>
            <surname>Silvestri</surname>
          </string-name>
          ,
          <string-name>
            <given-names>S.</given-names>
            <surname>Spanò</surname>
          </string-name>
          , Q-rts:
        </mixed-citation>
      </ref>
      <ref id="ref22">
        <mixed-citation>
          <article-title>eficient hardware implementation of reinforce- agent q-learning</article-title>
          ,
          <source>Electronics Letters</source>
          <volume>55</volume>
          (
          <year>2019</year>
          )
        </mixed-citation>
      </ref>
      <ref id="ref23">
        <mixed-citation>
          <article-title>ment learning: The q-learning algorithm</article-title>
          , IEEE 589-
          <fpage>591</fpage>
          . [18]
          <string-name>
            <given-names>M.</given-names>
            <surname>Themistocleous</surname>
          </string-name>
          , Developing e-government [24]
          <string-name>
            <given-names>S.</given-names>
            <surname>Lim</surname>
          </string-name>
          ,
          <string-name>
            <given-names>P.</given-names>
            <surname>Fotsing</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Almasri</surname>
          </string-name>
          ,
          <string-name>
            <given-names>O.</given-names>
            <surname>Musa</surname>
          </string-name>
          , M. Kiah,
        </mixed-citation>
      </ref>
      <ref id="ref24">
        <mixed-citation>
          <source>of the 38th Annual Hawaii International Con- N. Abu Bakar</source>
          ,
          <string-name>
            <surname>I. Muraina</surname>
          </string-name>
          , Awareness, trust,
        </mixed-citation>
      </ref>
      <ref id="ref25">
        <mixed-citation>
          <source>ference on System Sciences, Hawaii</source>
          , USA (
          <year>2005</year>
          )
          <article-title>and adoption of blockchain technology and cryp-</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref26">
        <mixed-citation>
          228-
          <fpage>234</fpage>
          . tocurrency among blockchain communities in [19]
          <string-name>
            <given-names>M.</given-names>
            <surname>Åke Hugoson</surname>
          </string-name>
          , Centralized versus decentral- malaysia,
          <source>International Journal on Advanced Sci-</source>
        </mixed-citation>
      </ref>
      <ref id="ref27">
        <mixed-citation>
          <article-title>ized information systems</article-title>
          , in Hystory of Nordic ence,
          <source>Engineering and Information Technology 9</source>
        </mixed-citation>
      </ref>
      <ref id="ref28">
        <mixed-citation>
          <source>Computing 2</source>
          , vol.
          <volume>3</volume>
          , Berlin Heidelberg: Springer (
          <year>2019</year>
          )
          <fpage>1217</fpage>
          -
          <lpage>1222</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref29">
        <mixed-citation>
          (
          <year>2009</year>
          )
          <fpage>106</fpage>
          -
          <lpage>115</lpage>
          . [25]
          <string-name>
            <given-names>J.</given-names>
            <surname>Bohr</surname>
          </string-name>
          ,
          <article-title>Who uses bitcoin? an exploration of the [</article-title>
          20]
          <string-name>
            <given-names>S.</given-names>
            <surname>Lim</surname>
          </string-name>
          ,
          <string-name>
            <given-names>P.</given-names>
            <surname>Fotsing</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Almasri</surname>
          </string-name>
          ,
          <string-name>
            <given-names>O.</given-names>
            <surname>Musa</surname>
          </string-name>
          , M. Kiah, bitcoin community,
          <source>in Proc. 2014 Twelfth An-</source>
        </mixed-citation>
      </ref>
      <ref id="ref30">
        <mixed-citation>
          <article-title>identity management and authentication service rity and Trust (PST</article-title>
          ), Toronto, Canada (
          <year>2014</year>
          )
          <fpage>94</fpage>
          -
        </mixed-citation>
      </ref>
      <ref id="ref31">
        <mixed-citation>
          <article-title>disruptor: A survey</article-title>
          ,
          <source>International Journal on 101.</source>
        </mixed-citation>
      </ref>
      <ref id="ref32">
        <mixed-citation>
          <string-name>
            <given-names>Advanced</given-names>
            <surname>Science</surname>
          </string-name>
          , Engineering and Information [26]
          <string-name>
            <given-names>J.</given-names>
            <surname>Dazine</surname>
          </string-name>
          ,
          <string-name>
            <surname>M. A.</surname>
          </string-name>
          ,
          <string-name>
            <given-names>L.</given-names>
            <surname>Hassouni</surname>
          </string-name>
          , Internet of things
        </mixed-citation>
      </ref>
      <ref id="ref33">
        <mixed-citation>
          <issue>Technology 8</issue>
          (
          <year>2018</year>
          )
          <fpage>1735</fpage>
          -
          <lpage>1745</lpage>
          . security, IEEE International Conference on Tech[21]
          <string-name>
            <given-names>B.</given-names>
            <surname>Allen</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Boynton</surname>
          </string-name>
          , Information architec- nology
          <string-name>
            <surname>Management</surname>
          </string-name>
          , Operations and Decisions
        </mixed-citation>
      </ref>
      <ref id="ref34">
        <mixed-citation>
          <article-title>ture, In: Search of Eficient Flexibility (MIS Quar-</article-title>
          (ICTMOD), Marrakech, Morocco (
          <year>2018</year>
          )
          <fpage>137</fpage>
          -
          <lpage>141</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref35">
        <mixed-citation>
          <source>terly/December</source>
          <year>1991</year>
          ). [27]
          <string-name>
            <given-names>R.</given-names>
            <surname>Giuliano</surname>
          </string-name>
          ,
          <string-name>
            <given-names>F.</given-names>
            <surname>Mazzenga</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Neri</surname>
          </string-name>
          ,
          <string-name>
            <given-names>A.</given-names>
            <surname>Vegni</surname>
          </string-name>
          , Se[22]
          <string-name>
            <given-names>C.</given-names>
            <surname>Bacon</surname>
          </string-name>
          ,
          <article-title>Organizational principles of systems curity access protocols in iot networks with het-</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref36">
        <mixed-citation>
          <source>nology 5</source>
          (
          <year>1990</year>
          ).
          <article-title>Distributed Computing in Sensor Systems</article-title>
          (IEEE [23]
          <string-name>
            <given-names>R.</given-names>
            <surname>Fergal</surname>
          </string-name>
          ,
          <article-title>An analysis of anonymity in the bit- DCOSS 2014) in Int</article-title>
          . Works. Internet of Things
        </mixed-citation>
      </ref>
      <ref id="ref37">
        <mixed-citation>
          <article-title>coin system</article-title>
          ,
          <source>in Proc. 2011 IEEE Third Inter- - Ideas and Perspectives (IoTIP-14)</source>
          ,
          <source>Marina Del</source>
        </mixed-citation>
      </ref>
      <ref id="ref38">
        <mixed-citation>
          <source>national Conference on Privacy, Security</source>
          , Risk Rey, CA, USA, May (
          <year>2014</year>
          )
          <fpage>257</fpage>
          -
          <lpage>262</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref39">
        <mixed-citation>
          <string-name>
            <surname>and Trust (PASSAT</surname>
          </string-name>
          )
          <article-title>and</article-title>
          2011 IEEE Third Inerna- [28]
          <string-name>
            <surname>M. D. Sleiman</surname>
          </string-name>
          , Bitcoin message: Data insertion
        </mixed-citation>
      </ref>
      <ref id="ref40">
        <mixed-citation>
          <source>Com)</source>
          , Boston, USA (
          <year>2011</year>
          )
          <fpage>1318</fpage>
          -
          <lpage>1326</lpage>
          . Proc. Of 2015 International Conference on Cy-
        </mixed-citation>
      </ref>
      <ref id="ref41">
        <mixed-citation>
          <article-title>berworlds (CW), Visby</article-title>
          , Sweden (
          <year>2015</year>
          )
          <fpage>332</fpage>
          -
          <lpage>336</lpage>
          .
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>