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<span class="CEURVOLNR">Vol-2940</span> <br>
<span class="CEURURN">urn:nbn:de:0074-2940-2</span>
<p class="unobtrusive copyright" style="text-align: justify">Copyright &copy; 2021 for 
the individual papers by the papers' authors. 
Copyright &copy; <span class="CEURPUBYEAR">2021</span> for the volume
as a collection by its editors.
This volume and its papers are published under the
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<A HREF="https://creativecommons.org/licenses/by/4.0/">(<span class="CEURLIC">CC BY 4.0</span>)</A>.</p>
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<h1><a href="https://itasec.it"><span class="CEURVOLACRONYM">ITASEC 2021</span></a><br>
<span class="CEURVOLTITLE">Italian Conference on Cybersecurity 2021</span></h1>
<br>

<h3>
<span class="CEURFULLTITLE">Proceedings of the Italian Conference on Cybersecurity (ITASEC 2021)</span><br>
</h3>
<!-- co-located with <span class="CEURCOLOCATED">NONE</span> -->
<h3><span class="CEURLOCTIME">All Digital Event, April 7-9, 2021</span>.</h3> 
<br>
<b> Edited by </b>
<p>
</p><h3>
   <a href="https://csec.it/people/alessandro_armando/"><span class="CEURVOLEDITOR">Alessandro Armando</span></a> *<br>
   <a href="https://www.unibo.it/sitoweb/michele.colajanni"><span class="CEURVOLEDITOR">Michele Colajanni</span></a> **<br>

</h3>

* <a href="https://www.unige.it">University of Genoa</a>,
  Dipartimento di Informatica, Bioingegneria, Robotica e Ingegneria dei Sistemi, Genoa, Italy<br>
** <a href="https://www.unibo.it">University of Bologna</a>,
  Dipartimento di Informatica - Scienza e Ingegneria, Bologna, Italy<br>
  <br>

<hr>

<br><br><br>

<div class="CEURTOC">
<h2> Table of Contents </h2>

<ul>
<li id="xpreface">
<A href="xpreface.pdf">Preface</A><BR>
Summary: There were <span class="CEURSUBMITTEDPAPERS">100</span> papers submitted for peer-review to the conference. Out of these, 
70 papers have been selected for presention at the conference and
<span class="CEURACCEPTEDPAPERS">45</span> papers are included in this volume.
</li>
</ul>

<ul>

<li id="paper1"><a href="paper1.pdf">
<span class="CEURTITLE">Punish and Perish: The Human Factor in Cybersecurity</span></a>
  <span class="CEURPAGES">1-8</span> <br>
  <span class="CEURAUTHOR">Didier Danet</span><br>

<li id="paper2"><a href="paper2.pdf">
<span class="CEURTITLE">OT Cyber Security Frameworks Comparison Tool (CSFCTool)</span></a>
  <span class="CEURPAGES">9-22</span> <br>
<span class="CEURAUTHOR">Giuseppina M&ugrave;rino</span>,
<span class="CEURAUTHOR">Marina Ribaudo</span>,
<span class="CEURAUTHOR">Simon Pietro Romano</span>,
<span class="CEURAUTHOR">Armando Tacchella</span>

<li id="paper3"><a href="paper3.pdf">
<span class="CEURTITLE">On the Feasibility of Covert Channels through Short-Message-Service</span></a>
  <span class="CEURPAGES">23-34</span> <br>
<span class="CEURAUTHOR">Sara Narteni</span>,
<span class="CEURAUTHOR">Ivan Vaccari</span>,
<span class="CEURAUTHOR">Maurizio Mongelli</span>,
<span class="CEURAUTHOR">Maurizio Aiello</span>,
<span class="CEURAUTHOR">Enrico Cambiaso</span>

<li id="paper4"><a href="paper4.pdf">
<span class="CEURTITLE">Perpetrate Cyber-threats using IoT Devices as Attack Vector: The ESP8266 Use Case</span></a>
  <span class="CEURPAGES">35-46</span> <br>
<span class="CEURAUTHOR">Ivan Vaccari</span>,
<span class="CEURAUTHOR">Sara Narteni</span>,
<span class="CEURAUTHOR">Maurizio Mongelli</span>,
<span class="CEURAUTHOR">Maurizio Aiello</span>,
<span class="CEURAUTHOR">Enrico Cambiaso</span>

<li id="paper5"><a href="paper5.pdf">
<span class="CEURTITLE">A Multi-factor Assessment Mechanism to Define Priorities on Vulnerabilities affecting Healthcare Organizations</span></a>
  <span class="CEURPAGES">47-60</span> <br>
<span class="CEURAUTHOR">Gustavo Gonzalez-Granadillo</span>,
<span class="CEURAUTHOR">Rodrigo Diaz</span>,
<span class="CEURAUTHOR">Eleni Veroni</span>,
<span class="CEURAUTHOR">Christos Xenakis</span>

<li id="paper6"><a href="paper6.pdf">
<span class="CEURTITLE">A Topological Approach to Secure Key Exchange</span></a>
  <span class="CEURPAGES">61-71</span> <br>
<span class="CEURAUTHOR">Filippo Cerocchi</span>,
<span class="CEURAUTHOR">Gabriele Rizzo</span>

<li id="paper7"><a href="paper7.pdf">
<span class="CEURTITLE">Identifying Anomalous Places, Routes by GPS Feature: A System for Child Monitoring</span></a>
  <span class="CEURPAGES">72-79</span> <br>
<span class="CEURAUTHOR">Giacomo Abbattista</span>,
<span class="CEURAUTHOR">Donato Impedovo</span>,
<span class="CEURAUTHOR">Giuseppe Pirlo</span>,
<span class="CEURAUTHOR">Lucia Sarcinella</span>,
<span class="CEURAUTHOR">Nicola Stigliano</span>

<li id="paper8"><a href="paper8.pdf">
<span class="CEURTITLE">On-demand Deployment and Orchestration of Cyber Ranges in the Cloud</span></a>
  <span class="CEURPAGES">80-91</span> <br>
<span class="CEURAUTHOR">Alessandro Placido Luise</span>,
<span class="CEURAUTHOR">Gaetano Perrone</span>,
<span class="CEURAUTHOR">Claudio Perrotta</span>,
<span class="CEURAUTHOR">Simon Pietro Romano</span>

<li id="paper9"><a href="paper9.pdf">
<span class="CEURTITLE">Spoofing Detectability as a Property of Biometric Characteristics</span></a>
  <span class="CEURPAGES">92-105</span> <br>
<span class="CEURAUTHOR">Tommaso Zoppi</span>,
<span class="CEURAUTHOR">Enrico Schiavone</span>,
<span class="CEURAUTHOR">Irene Bicchierai</span>,
<span class="CEURAUTHOR">Francesco Brancati</span>,
<span class="CEURAUTHOR">Andrea Bondavalli</span>

<li id="paper10"><a href="paper10.pdf">
<span class="CEURTITLE">Detecting Phishing E-mails Using Text Mining and Features Analysis</span></a>
  <span class="CEURPAGES">106-119</span> <br>
<span class="CEURAUTHOR">Luisa Franchina</span>,
<span class="CEURAUTHOR">Serena Ferracci</span>,
<span class="CEURAUTHOR">Federico Palmaro</span>

<li id="paper11"><a href="paper11.pdf">
<span class="CEURTITLE">Security Testing Reuse Enhancing Active Cyber Defence in Public Administration</span></a>
  <span class="CEURPAGES">120-132</span> <br>
<span class="CEURAUTHOR">Christian Catalano</span>,
<span class="CEURAUTHOR">Paolo Afrune</span>,
<span class="CEURAUTHOR">Mario Angelelli</span>,
<span class="CEURAUTHOR">Giovanni Maglio</span>,
<span class="CEURAUTHOR">Fabrizio Striani</span>,
<span class="CEURAUTHOR">Francesco Tommasi</span>

<li id="paper12"><a href="paper12.pdf">
<span class="CEURTITLE">Detecting Covert Channels Through Code Augmentation</span></a>
  <span class="CEURPAGES">133-144</span> <br>
<span class="CEURAUTHOR">Marco Zuppelli</span>,
<span class="CEURAUTHOR">Luca Caviglione</span>,
<span class="CEURAUTHOR">Matteo Repetto</span>

<li id="paper13"><a href="paper13.pdf">
<span class="CEURTITLE">Cybersecurity Impacts of the Covid-19 Pandemic in Italy</span></a>
  <span class="CEURPAGES">145-155</span> <br>
<span class="CEURAUTHOR">Marco Bozzetti</span>,
<span class="CEURAUTHOR">Luca Olivieri</span>,
<span class="CEURAUTHOR">Fausto Spoto</span>

<li id="paper14"><a href="paper14.pdf">
<span class="CEURTITLE">A Time-series Classification Approach to Shallow Web Traffic De-anonymization</span></a>
  <span class="CEURPAGES">156-165</span> <br>
<span class="CEURAUTHOR">Axel De Nardin</span>,
<span class="CEURAUTHOR">Marino Miculan</span>,
<span class="CEURAUTHOR">Claudio Piciarelli</span>,
<span class="CEURAUTHOR">Gian Luca Foresti</span>

<li id="paper15"><a href="paper15.pdf">
<span class="CEURTITLE">Placing FaaS in the Fog, Securely</span></a>
  <span class="CEURPAGES">166-179</span> <br>
<span class="CEURAUTHOR">Alessandro Bocci</span>,
<span class="CEURAUTHOR">Stefano Forti</span>,
<span class="CEURAUTHOR">Gian-Luigi Ferrari</span>,
<span class="CEURAUTHOR">Antonio Brogi</span>

<li id="paper16"><a href="paper16.pdf">
<span class="CEURTITLE">Learning-based Intrusion Detection System for On-Board Vehicle Communication</span></a>
  <span class="CEURPAGES">180-192</span> <br>
<span class="CEURAUTHOR">Tobia Fiorese</span>,
<span class="CEURAUTHOR">Pietro Montino</span>

<li id="paper17"><a href="paper17.pdf">
<span class="CEURTITLE">An Accelerometer-based Privacy Attack on Smartphones</span></a>
  <span class="CEURPAGES">193-206</span> <br>
<span class="CEURAUTHOR">Roberto De Prisco</span>,
<span class="CEURAUTHOR">Alfredo De Santis</span>,
<span class="CEURAUTHOR">Rocco Zaccagnino</span>

<li id="paper18"><a href="paper18.pdf">
<span class="CEURTITLE">Security in IoT Pairing &amp; Authentication protocols, a Threat Model, a Case Study Analysis</span></a>
  <span class="CEURPAGES">207-218</span> <br>
<span class="CEURAUTHOR">Daniele Granata</span>,
<span class="CEURAUTHOR">Massimiliano Rak</span>,
<span class="CEURAUTHOR">Giovanni Salzillo</span>,
<span class="CEURAUTHOR">Umberto Barbato</span>

<li id="paper19"><a href="paper19.pdf">
<span class="CEURTITLE">PowerDecode: A PowerShell Script Decoder Dedicated to Malware Analysis</span></a>
  <span class="CEURPAGES">219-232</span> <br>
<span class="CEURAUTHOR">Giuseppe Mario Malandrone</span>,
<span class="CEURAUTHOR">Giovanni Virdis</span>,
<span class="CEURAUTHOR">Giorgio Giacinto</span>,
<span class="CEURAUTHOR">Davide Maiorca</span>

<li id="paper20"><a href="paper20.pdf">
<span class="CEURTITLE">A Benchmark Framework for CAN IDS</span></a>
  <span class="CEURPAGES">233-245</span> <br>
<span class="CEURAUTHOR">Dario Stabili</span>,
<span class="CEURAUTHOR">Francesco Pollicino</span>,
<span class="CEURAUTHOR">Alessio Rota</span>

<li id="paper21"><a href="paper21.pdf">
<span class="CEURTITLE">Cyber Range for Industrial Control Systems (CR-ICS) for Simulating Attack Scenarios</span></a>
  <span class="CEURPAGES">246-259</span> <br>
<span class="CEURAUTHOR">Shaharyar Khan</span>,
<span class="CEURAUTHOR">Alberto Volpatto</span>,
<span class="CEURAUTHOR">Geet Kalra</span>,
<span class="CEURAUTHOR">Jonathan Esteban</span>,
<span class="CEURAUTHOR">Tommaso Pescanoce</span>,
<span class="CEURAUTHOR">Sabino Caporusso</span>,
<span class="CEURAUTHOR">Michael Siegel</span>

<li id="paper22"><a href="paper22.pdf">
<span class="CEURTITLE">Comparative Analysis of Cyber Intelligence: The Italian Case</span></a>
  <span class="CEURPAGES">260-269</span> <br>
<span class="CEURAUTHOR">Alessia Boi</span>

<li id="paper23"><a href="paper23.pdf">
<span class="CEURTITLE">An Artificial Intelligence Cyberattack Detection System to Improve Threat Reaction in e-Health</span></a>
  <span class="CEURPAGES">270-283</span> <br>
<span class="CEURAUTHOR">Carmelo Ardito</span>,
<span class="CEURAUTHOR">Tommaso Di Noia</span>,
<span class="CEURAUTHOR">Eugenio Di Sciascio</span>,
<span class="CEURAUTHOR">Domenico Lof&ugrave;</span>,
<span class="CEURAUTHOR">Andrea Pazienza</span>,
<span class="CEURAUTHOR">Felice Vitulano</span>

<li id="paper24"><a href="paper24.pdf">
<span class="CEURTITLE">PAIDEUSIS: A Remote Hybrid Cyber Range for Hardware, Network, IoT Security Training</span></a>
  <span class="CEURPAGES">284-297</span> <br>
<span class="CEURAUTHOR">Giulio Berra</span>,
<span class="CEURAUTHOR">Gaspare Ferraro</span>,
<span class="CEURAUTHOR">Matteo Fornero</span>,
<span class="CEURAUTHOR">Nicol&ograve; Maunero</span>,
<span class="CEURAUTHOR">Paolo Prinetto</span>,
<span class="CEURAUTHOR">Gianluca Roascio</span>

<li id="paper25"><a href="paper25.pdf">
<span class="CEURTITLE">Facing the Blockchain Endpoint Vulnerability, an SGX-based Solution for Secure eHealth Auditing</span></a>
  <span class="CEURPAGES">298-308</span> <br>
<span class="CEURAUTHOR">Luigi Coppolino</span>,
<span class="CEURAUTHOR">Salvatore D'Antonio</span>,
<span class="CEURAUTHOR">Giovanni Mazzeo</span>,
<span class="CEURAUTHOR">Luigi Romano</span>,
<span class="CEURAUTHOR">Paolo Campegiani</span>

<li id="paper26"><a href="paper26.pdf">
<span class="CEURTITLE">Ensemble Consensus: An Unsupervised Algorithm for Anomaly Detection in Network Security data</span></a>
  <span class="CEURPAGES">309-318</span> <br>
<span class="CEURAUTHOR">Vincenzo Dentamaro</span>,
<span class="CEURAUTHOR">Vito Nicola Convertini</span>,
<span class="CEURAUTHOR">Stefano Galantucci</span>,
<span class="CEURAUTHOR">Paolo Giglio</span>,
<span class="CEURAUTHOR">Tonino Palmisano</span>,
<span class="CEURAUTHOR">Giuseppe Pirlo</span>

<li id="paper27"><a href="paper27.pdf">
<span class="CEURTITLE">A Systematic Approach for the definition of countermeasures in industrial IoT: An Automotive Case</span></a>
  <span class="CEURPAGES">319-330</span> <br>
<span class="CEURAUTHOR">Massimiliano Masi</span>,
<span class="CEURAUTHOR">Tanja Pavleska</span>,
<span class="CEURAUTHOR">Simone Pezzoli</span> 

<li id="paper28"><a href="paper28.pdf">
<span class="CEURTITLE">Exploiting the Blockchain to Guarantee GDPR Compliance while Consents Evolve under Data Owners’ Control</span></a>
  <span class="CEURPAGES">331-343</span> <br>
<span class="CEURAUTHOR">Massimiliano Calani</span>,
<span class="CEURAUTHOR">Giovanni Denaro</span>,
<span class="CEURAUTHOR">Alberto Leporati</span>

<li id="paper29"><a href="paper29.pdf">
<span class="CEURTITLE">An Algorithm for Security Policy Migration in Multiple Firewall Networks</span></a>
  <span class="CEURPAGES">344-359</span> <br>
<span class="CEURAUTHOR">Manuel Cheminod</span>,
<span class="CEURAUTHOR">Luca Durante</span>,
<span class="CEURAUTHOR">Lucia Seno</span>,
<span class="CEURAUTHOR">Adriano Valenzano</span>

<li id="paper30"><a href="paper30.pdf">
<span class="CEURTITLE">A Blockchain-based Smart Contract System Architecture for Dependable Health Processes</span></a>
  <span class="CEURPAGES">360-373</span> <br>
<span class="CEURAUTHOR">Mario Ciampi</span>,
<span class="CEURAUTHOR">Fabrizio Marangio</span>,
<span class="CEURAUTHOR">Giovanni Schmid</span>,
<span class="CEURAUTHOR">Mario Sicuranza</span>

<li id="paper31"><a href="paper31.pdf">
<span class="CEURTITLE">Sanitization of Images Containing Stegomalware via Machine Learning Approaches</span></a>
  <span class="CEURPAGES">374-386</span> <br>
<span class="CEURAUTHOR">Marco Zuppelli</span>,
<span class="CEURAUTHOR">Giuseppe Manco</span>,
<span class="CEURAUTHOR">Luca Caviglione</span>,
<span class="CEURAUTHOR">Massimo Guarascio</span>

<li id="paper32"><a href="paper32.pdf">
<span class="CEURTITLE">Overcoming Complexity of (Cyber)War: The Logic of Useful Fiction in Cyber Exercises Scenarios</span></a>
  <span class="CEURPAGES">387-393</span> <br>
<span class="CEURAUTHOR">Marzio Di Feo</span>

<li id="paper33"><a href="paper33.pdf">
<span class="CEURTITLE">Beyond SolarWinds: The Systemic Risks of Critical Infrastructures, State of Play, Future Directions</span></a>
  <span class="CEURPAGES">394-405</span> <br>
<span class="CEURAUTHOR">Simone Raponi</span>,
<span class="CEURAUTHOR">Maurantonio Caprolu</span>,
<span class="CEURAUTHOR">Roberto Di Pietro</span>

<li id="paper34"><a href="paper34.pdf">
<span class="CEURTITLE">Adversarial Evolution: Competing Dynamics and Reactive Institutional Forms in Financial Services Ecosystem</span></a>
  <span class="CEURPAGES">406-413</span> <br>
<span class="CEURAUTHOR">Paolo Spagnoletti</span>,
<span class="CEURAUTHOR">Federica Ceci</span>,
<span class="CEURAUTHOR">Andrea Salvi</span>

<li id="paper35"><a href="paper35.pdf">
<span class="CEURTITLE">Robustness Evaluation of Convolutional Neural Networks for Malware Classification</span></a>
  <span class="CEURPAGES">414-423</span> <br>
<span class="CEURAUTHOR">Vincenzo Carletti</span>,
<span class="CEURAUTHOR">Antonio Greco</span>,
<span class="CEURAUTHOR">Alessia Saggese</span>,
<span class="CEURAUTHOR">Mario Vento</span>

<li id="paper36"><a href="paper36.pdf">
<span class="CEURTITLE">Damn Vulnerable Application Scanner</span></a>
  <span class="CEURPAGES">424-435</span> <br>
<span class="CEURAUTHOR">Gabriele Costa</span>,
<span class="CEURAUTHOR">Enrico Russo</span>,
<span class="CEURAUTHOR">Andrea Valenza</span>

<li id="paper37"><a href="paper37.pdf">
<span class="CEURTITLE">A Service Architecture for an Enhanced Cyber Threat Intelligence Capability</span></a>
  <span class="CEURPAGES">436-446</span> <br>
<span class="CEURAUTHOR">Giuseppe Amato</span>,
<span class="CEURAUTHOR">Simone Ciccarone</span>,
<span class="CEURAUTHOR">Pasquale Digregorio</span>,
<span class="CEURAUTHOR">Giuseppe Natalucci</span>

<li id="paper38"><a href="paper38.pdf">
<span class="CEURTITLE">Capture the Flag competitions for Higher Education</span></a>
  <span class="CEURPAGES">447-460</span> <br>
<span class="CEURAUTHOR">Giovanni Lagorio</span>,
<span class="CEURAUTHOR">Marina Ribaudo</span>,
<span class="CEURAUTHOR">Alessandro Armando</span>

<li id="paper39"><a href="paper39.pdf">
<span class="CEURTITLE">Firmware Extraction from Real IoT Devices through Power Analysis of AES</span></a>
  <span class="CEURPAGES">461-474</span> <br>
<span class="CEURAUTHOR">Francesco Benvenuto</span>,
<span class="CEURAUTHOR">Francesco Palmarini</span>,
<span class="CEURAUTHOR">Riccardo Focardi</span>,
<span class="CEURAUTHOR">Flaminia Luccio</span>

<li id="paper40"><a href="paper40.pdf">
<span class="CEURTITLE">Security Assessment of Common Open Source MQTT Brokers and Clients</span></a>
  <span class="CEURPAGES">475-487</span> <br>
<span class="CEURAUTHOR">Edoardo Di Paolo</span>,
<span class="CEURAUTHOR">Enrico Bassetti</span>,
<span class="CEURAUTHOR">Angelo Spognardi</span>

<li id="paper41"><a href="paper41.pdf">
<span class="CEURTITLE">Critical Information Infrastructure Protection: Between Cybersecurity and Policymaking</span></a>
  <span class="CEURPAGES">488-498</span> <br>
<span class="CEURAUTHOR">Anna Pagnacco</span>

<li id="paper42"><a href="paper42.pdf">
<span class="CEURTITLE">An Overview on the Security Technological Levels in the Italian Smart Cities</span></a>
  <span class="CEURPAGES">499-508</span> <br>
<span class="CEURAUTHOR">Vita Santa Barletta</span>,
<span class="CEURAUTHOR">Paolo Buono</span>,
<span class="CEURAUTHOR">Danilo Caivano</span>,
<span class="CEURAUTHOR">Giovanni Dimauro</span>,
<span class="CEURAUTHOR">Antonio Pontrelli</span>

<li id="paper43"><a href="paper43.pdf">
<span class="CEURTITLE">Enhancing Malware Classification with Symbolic Features</span></a>
  <span class="CEURPAGES">509-522</span> <br>
<span class="CEURAUTHOR">Chinmay Siwach</span>,
<span class="CEURAUTHOR">Gabriele Costa</span>,
<span class="CEURAUTHOR">Rocco De Nicola</span>

<li id="paper44"><a href="paper44.pdf">
<span class="CEURTITLE">Revisiting Security Threat on Smart Grids: Accurate and Interpretable Fault Location Prediction and Type Classification</span></a>
  <span class="CEURPAGES">523-533</span> <br>
<span class="CEURAUTHOR">Carmelo Ardito</span>,
<span class="CEURAUTHOR">Yashar Deldjoo</span>,
<span class="CEURAUTHOR">Eugenio Di Sciascio</span>,
<span class="CEURAUTHOR">Fatemeh Nazary</span>

<li id="paper45"><a href="paper45.pdf">
<span class="CEURTITLE">A Study on Misclassification of Software Vulnerabilities when using Deep Learning and Machine Learning Algorithms</span></a>
  <span class="CEURPAGES">534-545</span> <br>
<span class="CEURAUTHOR">Vishnu Ramesh</span>,
<span class="CEURAUTHOR">Sara Abraham</span>,
<span class="CEURAUTHOR">Vinod P</span>,
<span class="CEURAUTHOR">Isham Mohamed</span>,
<span class="CEURAUTHOR">Corrado A. Visaggio</span>,
<span class="CEURAUTHOR">Sonia Laudanna</span>

</ul>


</div>


<hr>
<span class="unobtrusive">
2021-09-01: submitted by Alessandro Armando, 
            metadata incl. bibliographic data published under <A HREF="https://creativecommons.org/publicdomain/zero/1.0/">Creative Commons CC0</A><br>
<span class="CEURPUBDATE">2021-09-03</span>: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073)
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