Modules
Year 1 lays the foundations of computer science with a focus in cyber security for students to develop a deeper understanding of cyber space. The following core modules are included in your first year of study:
Programming for Cyber Security
Fluency in the process of software development is a prerequisite to the study of much of the remainder of this programme. This module brings together the fundamental concepts and skills related to the software development process. It will provide you with a foundation for other software-oriented aspects of the programme, such as: programming languages for cyber security, data science for algorithms and complexity in the cyber context, and the cyber context of software engineering.
Computer Architecture and Operating Systems
This module aims to equip you with a comprehensive understanding of modern computer architectures and system software concepts. It starts by providing essential principles and concepts of computer systems to develop a deeper understanding of the hardware environment upon which all computing is based, and the interface it provides to higher software layers. You will learn about computer systems’ functional components, their characteristics, performance, and interactions, and the challenge of harnessing parallelism to sustain performance improvements now and in the future. This module then outlines the principles of how an operating system is constructed, how it works, and its critical role in cyber security by providing a solid understanding of how a modern operating system satisfies its requirements in the cyber context.
Discrete Mathematics
Discrete mathematics forms the mathematical foundation of computer science and cyber security. It forms the basis of how computers work, allows us to prove system correctness and security, and underlies modern cryptography. On this module, you will be introduced to the discrete structures used by computers, as well as how to use them to solve problems in cyber security.
Algorithms and Data Structures
Algorithms are the fundamental building blocks of computer science – but how can we prove that an algorithm does what we want it to? How can we improve the efficiency of existing algorithms? This module will provide you with a comprehensive understanding of the fundamental principles and techniques in algorithm design and optimisation. You will explore a wide range of topics, including sorting, searching and pathfinding algorithms, while evaluating their correctness and efficiency.
Computer Networks
Currently, networks, whether wired or wireless, are an integral component of the present and future computing landscape. Computer networks form the foundation of modern information technology systems, enabling the seamless communication and transfer of data between devices and systems. This module aims to equip you with the essential knowledge and skills required to understand and work with computer networks effectively by providing a solid grounding of core networks and communication concepts.
Cyber Security Fundamentals
This module will equip you to better understand the stages and concepts of a cyberattack. You will develop a practical understanding, as well as applying the common tools, techniques, and procedures utilised by adversaries and attackers during each phase of a cyberattack in a manner that is both legal and ethical.
Security Testing I
This module aims to equip you with the knowledge and practical experience of performing security testing and producing professional penetration testing reports for client organisations. You will learn the importance of acting professionally, in an ethical manner, and will be made aware of ‘responsible reporting’ programmes. This module is partly taught by professional practitioners involved with professional penetration testing on a daily basis and also equipped with years of university academic experience.
Digital Forensic Fundamentals
This module exposes you to the entire investigative lifecycle of a case, from a criminal and corporate perspective. You will develop:
- A critical understanding of the process of digital investigation
- An applied understanding of how to perform a digital investigation
- The ability to apply appropriate tools to investigate a cutting edge digital investigation scenario
Year 2 deepens and broadens students’ experience. The following core modules are included:
Secure Software Development
This module aims to equip you with the knowledge and practical experience of secure software design and development principles. You will look at software engineering in the context of cyber security, applying frameworks such as the Trustworthy Software Framework and the Secure Software Development Life Cycle when developing software systems.
Behavioural Cyber Security
This module places the person at the centre of the cyber domain by addressing issues of usability and human factors. As such, the focus is on trade-offs between usability and security on the one hand, and human psychology and human error on the other hand. Human vulnerabilities will be addressed in detail to build greater cyber resilience, and narrative around security awareness/training programmes and security culture will be also introduced for understanding broader, non-technical influences on security through minimising human related risks.
Cryptosystems
On this module you will develop your ability to design robust security architectures tailored to specific scenarios. Moreover, you will acquire practical expertise in configuring systems using cryptographic techniques to achieve the desired security objectives. By actively participating in this module, you will enhance your overall understanding of trust and security, equipping you with the necessary tools to thrive in the dynamic landscape of cyber security.
Secure Networks
This module covers basic concepts of cyber security, such as confidentiality, integrity, availability, authentication, and authorization. These concepts will be explored within the context of several generic asset configurations, enabling you to understand the potential threats that may arise and various security measures that will be used to defend against these threats.
Databases and Information Management
On this module, you will be introduced to the essential concepts of databases, data modelling, and optimisation. This knowledge will empower you to craft efficient databases for superior information management. From understanding Database Management Systems (DBMS) and data modelling to mastering Structured Query Language (SQL) and optimizing queries, you will gain indispensable skills for designing and maintaining robust databases.
Information Security and Risk Management
This module aims to provide you with the skills that will allow you to have the confidence to recognise and assess information security risks and identify appropriate ways to manage information security within an organisational context. It is about designing and evaluating the solutions that have the strategy, policy, processes, behaviours, and technology, in place and coherently supporting each other.
Security Testing II
This module covers the latest techniques of ethical hacking and provides practical experience in selecting and applying suitable tools and techniques. It is also designed to ensure that you are able to define the scope of testing under certain requirements and develop a relevant project plan, and carry out a security assessment by applying appropriate testing methodologies and tools.
Research and Professional Skills
This module is designed to equip you with the knowledge and tools to research cross-cutting issues in cyber security contexts. You will learn about a range of data collection methods and analytical options relevant to this, and develop relevant skills in data collection and analysis. You will also be introduced to ethical issues in cyber security research, as well as provided with guidance on how to design, plan and manage your dissertation effectively. Lastly, the module will involve careers-oriented tasks, giving you the opportunity to consider your professional skills and career aspirations.
Year 3 exposes students to advanced topics in cyber security. You'll also complete an individual project, where you will apply your skills and knowledge to an area of your choice under the supervision of our academics. The following core modules are included:
Malware Analysis and Exploit Development
This module aims to explore the essential low-level techniques and analysis concepts relevant to identifying malicious code and exploiting vulnerabilities that reside in the binaries.
AI and Cyber Security
AI-based solutions are having a significant impact in a number of areas, including cyber security. This module aims to develop your knowledge of the development and application of the most common machine learning models, and in particular a critical understanding of the applicability of each machine learning algorithms in the solution of a particular problem (class of problems). It will cover the best practice and main steps of developing AI-based solutions, including data collection/engineering and pre-processing, model design, training and evaluation, and deployment.
Cyber Security Operations
This module seeks to introduce you to the state-of-the-art in effective and proactive cyberattack deterrents, including tools and techniques that can have long-term benefits in organisational policies while maintaining the resilience of our agile and delicate cyber infrastructures.
Cyber Security and Incident Response
This module comprises two related but distinct themes: cyber incident response and digital forensics. The focus of the module is on investigations that respond to incidents in corporate environments, while it sets the scene on examining potential evidence based on the principles that have been established by the digital forensics community. It aims to provide you with the required skills that will allow you to prepare and manage a cyber security incident and allow you to apply digital forensics principles for the investigation of a cyber security incident.
Cyber Security Project
With support from a supervisor, you will undertake the full life cycle of a research or development project in the cyber security domain.
In the final year, you will then have the option to select two out of four optional modules:
Advanced Forensics and Investigations
This module advances on previously gained skills in digital forensics and explores different themes. One part of the module places a strong emphasis on engagement with applied research advances on contemporary topics in the field and current professional practises. The other part of the module strongly focuses on the technical analysis and techniques involved when investigating different devices and technologies.
Privacy and Online Rights
Privacy is recognised as a fundamental human right, however, it can be easily exploited in the digital domain due to the large scale of use and spread of advanced digital technologies for data mining and surveillance. This module aims to provide you with a critical awareness of privacy issues in cyber security and allow you to apply advanced technical concepts and practices for managing privacy in organisations using a psychological and usability perspectives.
Cloud and Virtualisation Security
This module considers the cyber security consequences of virtualised systems and the opportunities that they offer. Focusing on software containerisation systems such as Docker, and comparing their properties with other virtualisation tools and techniques, the module looks at the trust relationships and the available security controls between the underlying operating system, the container, or other virtualised environment, and the software executing within the container.
Cyber-Physical Systems
Much attention relating to communication in the cyber domain is focused around the Internet. A range of other communication protocols and technologies are widely deployed in industrial control, vehicle and other systems. Understanding the significant characteristics of the physical manifestations of digital information, understanding the interconnectedness of the cyber domain with the physical domain via sensors and actuators, and understanding non-Internet technologies and protocols reduces the risk of inadvertently leaving a cyber system in a vulnerable position. The overall aim of this module is to enable you to have a meaningful conversation with practising engineers concerning the security of cyber-physical systems.
Module availability
Please note that whilst the module catalogue shows the latest approved version of each module and what is currently being taught (academic year 2024), there may be minor updates to content or learning objectives year on year, to reflect the evolving state of knowledge and the requirements of teaching best practise. Any such amends will be updated following the department 'module approvals process' and reflected in the module catalogue before the start of the next academic year in 2025.
