Guide to Vulnerability Analysis for Computer Networks and Systems

<p>Part I: Introduction and State of the Art</p>

<p>Review of the State of the Art of Vulnerability Assessment Using Artificial Intelligence<br> Saad Khan and Simon Parkinson</p>

<p>A Survey of Machine Learning Algorithms and Their Application in Information Security<br> Mark Stamp</p>

<p>Part II: Vulnerability Assessment Frameworks</p>

<p>Vulnerability Assessment of Cybersecurity for SCADA Systems<br> Kyle Coffey, Leandros A. Maglaras, Richard Smith, Helge Janicke, Mohamed Amine Ferrag, Abdelouahid Derhab, Mithun Mukherjee, Stylianos Rallis, and Awais Yousaf</p>

<p>A Predictive Model for Risk and Trust Assessment in Cloud Computing: Taxonomy and Analysis for Attack Pattern Detection<br> Alexandros Chrysikos and Stephen McGuire</p>

<p>AI and Metrics-Based Vulnerability-Centric Cyber Security Assessment and Countermeasure Selection<br> Igor Kotenko, Elena Doynikova, Andrey Chechulin, and Andrey Fedorchenko</p>

<p>Artificial Intelligence Agents as Mediators of Trustless Security Systems and Distributed Computing Applications<br> Steven Walker-Roberts and Mohammad Hammoudeh</p>

<p>Part III: Applications of Artificial Intelligence</p>

Automated Planning of Administrative Tasks Using Historic Events: a File System Case Study<br> Saad Khan and Simon Parkinson<p></p>

<p>Defending Against Chained Cyber-Attacks by Adversarial Agents<br> Vivin Paliath and Paulo Shakarian</p>

<p>Vulnerability Detection and Analysis in Adversarial Deep Learning<br> Yi Shi, Yalin E. Sagduyu, Kemal Davaslioglu, and Renato Levy</p>

<p>SOCIO-LENS: Spotting Unsolicited Callers Through Network Analysis<br> Muhammad Ajmal Azad, Junaid Arshad, and Farhan Riaz</p>

<p>Function Call Graphs Versus Machine Learning for Malware Detection<br> Deebiga Rajeswaran, Fabio Di Troia, Thomas H. Austin, and Mark Stamp</p>

<p>Detecting Encrypted and Polymorphic Malware Using Hidden Markov Models<br> Dhiviya Dhanasekar, Fabio Di Troia, Katerina Potika, and Mark Stamp</p>

<p>Masquerade Detection on Mobile Devices<br> Swathi Nambiar Kadala Manikoth, Fabio Di Troia, and Mark Stamp</p>

<p>Identifying File Interaction Patterns in Ransomware Behaviour<br> Liam Grant and Simon Parkinson</p>

<p>Part IV: Visualisation</p>

<p>A Framework for the Visualisation of Cyber Security Requirements and its Application in BPMN<br> Bo Zhou, Curtis Maines, Stephen Tang, and Qi Shi</p>

<p>Big Data and Cyber Security: A Visual Analytics Perspective<br> Suvodeep Mazumdar and Jing Wang</p>