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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Security Means in Multilayered Architecture of Internet of Things for Secure Communication and Data Transmission</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Raimundas Savukynas Supervisor: Dalė Dzemydienė</string-name>
          <email>raimundas.savukynas@mii.vu.lt</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Vilnius University, Institute of Data Science and Digital Technologies</institution>
          ,
          <addr-line>Akademijos str. 4, LT-04812, Vilnius</addr-line>
          ,
          <country country="LT">Lithuania</country>
        </aff>
      </contrib-group>
      <fpage>127</fpage>
      <lpage>134</lpage>
      <abstract>
        <p>The Internet of Things (IoT) is a global network of objects with sensors, controllers, software and capable of gathering, processing, exchanging information, which functioning is based on interactions between existing or completely newly developed information and communication technologies. This allows to link a many various types of objects over the internet, so it is necessary to develop a multilayered architecture of IoT with security means, which would allow identifying physical objects, establish their operation rules, protect outgoing confidential information, ensure the integrity of data received and lower consumption of energy resources. The agents in the smart environment of objects of the IoT interact with each other with application layer protocols, which must ensure accessibility of information for authorized users, reliability of the messages between a sender and a receiver, security of the data at any time. The communication of objects of the IoT an application layer is often attempted to interfere with during malicious scripts, social engineering, software vulnerabilities, phishing and sniffing attacks. This paper presents a systematic literature review of conference and journal articles on the topic of IoT security. The review has been undertaken to define IoT security at the application layer, identify the security requirements and analyze proposed security means solutions for their integration in multilayered architecture of IoT.</p>
      </abstract>
      <kwd-group>
        <kwd>Internet of Things</kwd>
        <kwd>Data transmission</kwd>
        <kwd>Multilayered architecture</kwd>
        <kwd>Secure communication</kwd>
        <kwd>Security means</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>
        The surroundings of the smart devices and the internet have become a common daily
phenomenon in our lives. In most areas of life and economy, the management and
monitoring take place through the using of the internet as well as various digital
devices interacting across the network. The data transmitted over the network not just
through „human to human” or „human to computer” interactions but also through the
sensors interacting with devices, which otherwise called of the internet objects [
        <xref ref-type="bibr" rid="ref20">20</xref>
        ].
This has formed the IoT, which is a new network configuration that includes the
communication of physical objects and interaction of various objects with the internet.
The IoT is often referred to as the next stage of the evolution of the internet, where
things become active participants of business, information, and social processes, who
can communicate and interact with each other, as well as a smart environment
surrounding them by exchanging data, reacting autonomously to the events of the
physical world and influencing the environment by carrying out various activities and
providing the smart services [
        <xref ref-type="bibr" rid="ref28">28</xref>
        ]. The benefits of smart environments and the IoT
include comfort, security, optimal use of energy resources and many other services
that greatly improve the quality of life. The possibilities of using the IoT are not
limited just to providing services to people but allows to adopt technologies in the
industry, trade, education, transport and even in the digital reality, where smart
software agents communicate and make decisions [
        <xref ref-type="bibr" rid="ref14">14</xref>
        ].
      </p>
      <p>
        The IoT understood as the global infrastructure, which is committed for the
information society, providing modern services, connecting objects with the basis of
already existing and developing information and communication technologies [
        <xref ref-type="bibr" rid="ref24">24</xref>
        ].
By identifying, collecting data, processing and using communication capabilities, the
IoT allows the full use of objects for various services, ensuring high security and
privacy requirements. The security is one of the core components of the smart
environments of the IoT, as these environments interact with people and objects in the
environment [
        <xref ref-type="bibr" rid="ref10">10</xref>
        ]. Smart environments designed for manufacturing, military, health
and other very critical applications from a security point of view and it is necessary to
protect these environments from dangers and external malicious effects. An important
aspect of safety is privacy, which is defined as an indicator of the protection of human
rights, establishing rules and limits, that prevent interference with a personal life,
because smart environments and IoT technology become a part of the everyday and
everywhere life of the future are directly threatened by the fact that these systems will
be used for tracking and interfere in the private life [
        <xref ref-type="bibr" rid="ref16">16</xref>
        ].
      </p>
      <p>
        The number of things connected to the internet is steadily increasing and it is
predicted that by 2020, there will be about 16 billion interacting physical objects [
        <xref ref-type="bibr" rid="ref27">27</xref>
        ].
Such a scale of objects of the IoT closely connects the real-world with the digital
information technology world, which is based on automatic identification, real-time
location, sensors and controllers technologies [
        <xref ref-type="bibr" rid="ref12">12</xref>
        ]. The IoT resources and provided
services are distributed across the information network, so it is necessary to develop a
multilayered architecture with flexible interfaces, which would ensure the
interoperability of resources, security, and reliability [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ].
      </p>
      <p>The aim of this paper is to overview and analyze security means at the application
layer in the multilayered architecture of the IoT, which would allow secure
communication of objects of the IoT in a smart environment, reliable data transmission
and ensure lower consumption of energy resources.</p>
      <p>The rest of the paper is organized as follows. Section 2 presents related works on
the security issues and challenges in the IoT. Section 3 discusses the multilayered
architecture of the IoT that indicating the basic security aspects, which must be
implemented. Section 4 describes the most common security problems at the application
layer of the architecture of the IoT and provides an overview of the security means
and their applicability to the IoT multilayered architecture. Section 5 concludes the
paper and provides a discussion on the further research.</p>
    </sec>
    <sec id="sec-2">
      <title>A Multilayered Architecture of the IoT</title>
      <p>
        The IoT should be capable of interconnecting millions or billions of the heterogeneous
objects through the internet, so there is a critical need for a flexible, reliable and
secure multilayered architecture [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ]. The increasing number of the proposed IoT
architectures has not yet converged to a reference model, but some global projects are
constantly developing try to create a common architecture based on the analysis of the
needs of the researchers and the industry [
        <xref ref-type="bibr" rid="ref2">2</xref>
        ]. The security strategies should be very
carefully designed for managing the tradeoffs among the security, privacy, and utility
to provide the security in a multilayered architecture of the IoT [
        <xref ref-type="bibr" rid="ref3">3</xref>
        ]. Fig. 1 illustrates a
multilayered architecture of the IoT, which consist of objects, objects communication,
service management, application and business layers.
      </p>
      <p>
        The objects layer is known as the perception layer, which collects all kinds of
information through the physical equipment and identifies the physical world. This
layer includes the sensors and actuators in order to perform different functionalities
such as acceleration, humidity, location, proximity, temperature, vibration, etc. The
miniaturization of hardware has enabled the powerful sensors due to producing in
much smaller forms, which are integrated into the objects in the physical world. The
sensors can be a barcode, embedded or infrared sensor depends upon the identification
method of the objects. The collected and digitized information from sensors is passed
to the object abstraction layer for its secure transmission to the processing system of
information. Some common security problems in this layer are node capture, fake
node, malicious data, timing, and reply attacks [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ].
      </p>
      <p>
        The objects communication layer is known as the network layer, which transmits
the information produced by the objects layer to the service management layer
through the secure channels. This layer is responsible for aggregating the information
from existing sources and transmitting it to correct destinations. The transmission of
information is based on networks like local area network (LAN), radio access network
(RAN), wireless sensors network (WSN), etc. These networks can be in the form of a
private, public or hybrid models and are built to support the objects communication
requirements for latency, bandwidth or security. Some security problems in this layer
are acknowledgment flooding, malicious code injection, unauthorized network access,
denial of service, and man in the middle attacks [
        <xref ref-type="bibr" rid="ref13">13</xref>
        ].
      </p>
      <p>
        The service management layer is known as the middleware layer, which pairs
different types of services with its requester based on addresses and names. This layer
is responsible for processing systems of information that take automated events based
on the results of processed data and links system with a database, which provides
storage capabilities to the collected data. The core set of services in this layer might
include components, like an event processing service, integration services, analytics
services, user interface services, security, and management services. This layer provides
the secure connectivity between the sensors and application layer, processes the
received data, makes the decisions and delivers the required services over the network
wire protocols. Some security problems in this layer are identity masquerade, privacy
threats, services abuse, replay, and routing attacks [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ].
      </p>
      <p>
        The application layer is known as the abstraction layer, which specifies the shared
communications protocols and interface methods used by hosts in a communications
network. This layer is responsible for interfacing the user’s applications with the
network services or the operating system and allows applications to communicate
with the protocol stack. The application layer uses different protocols such as advanced
message queuing protocol (AMQP), simple object access protocol (SOAP) and
extensible messaging and presence protocol (XMPP) [
        <xref ref-type="bibr" rid="ref25">25</xref>
        ]. This layer has the ability to
recognize the malicious data, spam data, valid data and filters them at the right time.
Some security problems in this layer are social engineering, software vulnerabilities,
malicious scripts, phishing, and sniffing attacks [
        <xref ref-type="bibr" rid="ref19">19</xref>
        ].
      </p>
      <p>
        The business layer is known as the management layer, which manages the system
activities and services of the overall IoT. This layer is responsible for creating models,
graphs, flowcharts based on the accurate and received data from the application level,
as well as analyze, create, develop, evaluate and monitor elements related to the IoT.
The real success of the IoT technology depends on the good business models and
analysis results, so the business layer helps functional managers or executives to make
accurate decisions for future roadmaps, actions, and strategies. This layer compares the
output of each layer with the expected output to enhance services, maintain the user's
privacy and support the decision making processes based on the analysis of the big data.
Some security problems in this layer are data confidentiality, information security,
privacy protection, flooding, and integrity attacks [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ].
      </p>
      <p>
        The IoT has the most significant architecture elements of the future internet, but
applications and services are unsecured the most in the abstraction layer, so in order to
protect against these issues, a security means, is needed at the application layer [
        <xref ref-type="bibr" rid="ref30">30</xref>
        ].
      </p>
    </sec>
    <sec id="sec-3">
      <title>Related Work</title>
      <p>Several researches have been led to deal with the security issues in the IoT. Most of
these researches focus on the security attacks and threats of the IoT. A summary of
the mentioned researches on the security issues in the IoT is provided in Table 1.</p>
      <p>
        Security issues
[
        <xref ref-type="bibr" rid="ref6">6</xref>
        ]
[
        <xref ref-type="bibr" rid="ref17">17</xref>
        ]
[
        <xref ref-type="bibr" rid="ref22">22</xref>
        ]
[
        <xref ref-type="bibr" rid="ref26">26</xref>
        ]
[
        <xref ref-type="bibr" rid="ref29">29</xref>
        ]
2015 Evasion attack, insertion attack, side channel attack, spoofing attack
2014 Congestion attack, cloning attack, flooding attack, integrity attack
2013 Distributed denial of service attack, network attack, radio signal attack
2012 Counterfeit attack, malicious attack, meanwhile attack, phishing attack
2013 Exploit attack, node capture attack, replay attack, side channel attack
      </p>
      <p>
        Glenn A. Fink et al. [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ] discussed various kinds of vulnerabilities in the IoT and
also societal effects such as standards, privacy, and security. The discussion on the
security system, which is related to crime, cyber welfare, emergent behavior, scientific
and technology challenges, social and regulatory challenges, was made. Various kinds
of techniques were provided to mitigate these threats.
      </p>
      <p>
        Gurpreet Singh Matharu et al. [
        <xref ref-type="bibr" rid="ref17">17</xref>
        ] described the general architecture and briefed
several challenges in the IoT such as robustness in connectivity, interoperability, and
standardization, naming and identity management, safety and security of objects, data
confidentiality, and encryption. Security issues related to all the four layers of the IoT
general architecture were discussed, analyzed and determined. Finally, the appropriate
strategies for solving security issues were suggested.
      </p>
      <p>
        Chen Qiang et al. [
        <xref ref-type="bibr" rid="ref22">22</xref>
        ] discussed the privacy protection, wireless communication,
and information security. The existing researches on the network security technology
were investigated. Based on that, a new IoT security method was provided. The
difficulty in processing of the massive amount, the ensuring security and reliability of
the IoT data were highlighted. The need to solve security issues and avoid a big
security risk of the application of the IoT was stressed.
      </p>
      <p>
        Hui Suo et al. [
        <xref ref-type="bibr" rid="ref26">26</xref>
        ] reviewed the researches of the IoT and discussed the security
issues. The discussion on the security architecture, features, and requirements in each
level of the IoT was made. The issues, which are related to the key agreement, identity
authentication, cloud computing, authentication in the IoT layers namely perceptual
layer, network layer, support layer, and application layer were discussed. Eventually,
several key challenges in the IoT were summarized.
      </p>
      <p>
        Kai Zhao et al. [
        <xref ref-type="bibr" rid="ref29">29</xref>
        ] discussed the security issues of the IoT three-layer system
structure and offered some different solutions in each layer. The common attacks such
as node capture, fake node, malicious data, replay attack and routing threats in object
layer were elaborated. The cryptographic algorithms and key management techniques
were deployed in order to solve these attacks. The compatibility and cluster security
problems were resolved key agreement mechanism.
      </p>
    </sec>
    <sec id="sec-4">
      <title>Security Means of the IoT at the Application Layer</title>
      <p>At IoT application layer, there are not many security solutions, and most of them rely on
the security means. The application level has to ensure the privacy, the confidentiality,
and the secure storage of information in order to cover the individual privacy protection.
A summary of the security means of the IoT at the application layer is provided in Table 2.</p>
      <p>Security issues</p>
      <p>Security effects</p>
      <p>
        Security means
[
        <xref ref-type="bibr" rid="ref1">1</xref>
        ]
[
        <xref ref-type="bibr" rid="ref9">9</xref>
        ]
[
        <xref ref-type="bibr" rid="ref15">15</xref>
        ]
[
        <xref ref-type="bibr" rid="ref21">21</xref>
        ]
[
        <xref ref-type="bibr" rid="ref23">23</xref>
        ]
      </p>
      <p>Malicious script
Phishing attack
Sniffing attack
Social Engineering</p>
      <p>System hijacking
User data leakage
Data interception</p>
      <p>Illegal intervention
Software vulnerabilities</p>
      <p>Buffer over flow</p>
      <p>Authentication
Risk assessment
Data security
Access permissions
Awareness of security</p>
      <p>
        The malicious script [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ] is the kind of harmful computer code designed to create
the system vulnerabilities, security breaches, the information and data theft. The
application layer can be secured by authentication, which prevents the access to any
miscreant users by integrated identity identifications.
      </p>
      <p>
        The phishing attack [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ] is an attempt to obtain the sensitive information such as
usernames, passwords, money for malicious reasons. The application layer can be
secured by a risk assessment that gives justification for the security strategies and
provides improvements in the security of structure.
      </p>
      <p>
        The sniffing attack [
        <xref ref-type="bibr" rid="ref15">15</xref>
        ] is theft or interception of data by capturing and analyzing
traffic transmitted over the network using a sniffer application. The application layer
can be secured by a data security that gives privacy of the overall system, protects any
unauthorized access and prevent malicious activities.
      </p>
      <p>
        The social engineering [
        <xref ref-type="bibr" rid="ref21">21</xref>
        ] refers to psychological manipulation of people into
performing actions or divulging confidential information. The application layer can be
secured by access permissions, which prevents and controls the ability of the attackers to
view, change and execute contents of the file system.
      </p>
      <p>
        The software vulnerabilities [
        <xref ref-type="bibr" rid="ref23">23</xref>
        ] are a weakness, which can be exploited by a
threat actor to perform unauthorized actions within a computer system. The application
layer can be secured by the awareness of security including maintenance system, best
practices in deployment and development auditing.
5
      </p>
    </sec>
    <sec id="sec-5">
      <title>Conclusion</title>
      <p>This paper respectively expounds the IoT multilayered architecture problems and the
security means at the application layer. The analysis of the security problems in
different architecture layers demonstrate that there is no reliable protection in many
IoT areas and resolve these existing issues research should be done. In future research
is planned to make a detailed security analysis in multilayered architecture of the IoT.</p>
    </sec>
  </body>
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