All Outputs (59)

Developing a Digital ForensicsTerminology Using Natural Language Processing (2022)
Presentation / Conference Contribution
Le Gall, M., Cole, C., Haynes, D., & Nic Daeid, N. (2022). Developing a Digital ForensicsTerminology Using Natural Language Processing. In M. Lykke, T. Svarre, D. Haynes, M. Skov, M. Thellesfsen, & D. Martinez-Avila (Eds.), Knowledge Organization across D

Deep Pre-trained Contrastive Self-Supervised Learning: A Cyberbullying Detection Approach with Augmented Datasets (2022)
Presentation / Conference Contribution
Alharigy, L. M., Al-Nuaim, H. A., & Moradpoor, N. (2022). Deep Pre-trained Contrastive Self-Supervised Learning: A Cyberbullying Detection Approach with Augmented Datasets. In 2022 14th International Conference on Computational Intelligence and Communica

Cyberbullying is a widespread problem that has only increased in recent years due to the massive dependence on social media. Although, there are many approaches for detecting cyberbullying they still need to be improved upon for more accurate detecti... Read More about Deep Pre-trained Contrastive Self-Supervised Learning: A Cyberbullying Detection Approach with Augmented Datasets.

Post Quantum Cryptography Analysis of TLS Tunneling on a Constrained Device (2022)
Presentation / Conference Contribution
Barton, J., Pitropakis, N., Buchanan, W., Sayeed, S., & Abramson, W. (2022). Post Quantum Cryptography Analysis of TLS Tunneling on a Constrained Device. In Proceedings of the 8th International Conference on Information Systems Security and Privacy - ICI

Advances in quantum computing make Shor’s algorithm for factorising numbers ever more tractable. This threatens the security of any cryptographic system which often relies on the difficulty of factorisation. It also threatens methods based on discret... Read More about Post Quantum Cryptography Analysis of TLS Tunneling on a Constrained Device.

High Resolution Remote Sensing Water Image Segmentation Based on Dual Branch Network (2022)
Presentation / Conference Contribution
Zhang, Z., Li, Y., Liu, Q., & Liu, X. (2022). High Resolution Remote Sensing Water Image Segmentation Based on Dual Branch Network. In 2022 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, I

A basic stage of hydrological research is to automatically extract water body information from high-resolution remote sensing images. Various methods based on deep learning convolutional neural networks have been proposed in recent studies to achieve... Read More about High Resolution Remote Sensing Water Image Segmentation Based on Dual Branch Network.

Explainable AI and Deep Autoencoders Based Security Framework for IoT Network Attack Certainty (Extended Abstract) (2022)
Presentation / Conference Contribution
Sampath Kalutharage, C., Liu, X., & Chrysoulas, C. (2022, September). Explainable AI and Deep Autoencoders Based Security Framework for IoT Network Attack Certainty (Extended Abstract). Presented at 27th European Symposium on Research in Computer Security

Over the past few decades, Machine Learning (ML)-based intrusion detection systems (IDS) have become increasingly popular and continue to show remarkable performance in detecting attacks. However, the lack of transparency in their decision-making pro... Read More about Explainable AI and Deep Autoencoders Based Security Framework for IoT Network Attack Certainty (Extended Abstract).

Multi-Agent Modelling Notation (MAMN): A multi-layered graphical modelling notation for agent-based simulations (2022)
Presentation / Conference Contribution
Nguyen, J., Powers, S., Urquhart, N., Farrenkopf, T., & Guckert, M. (2022). Multi-Agent Modelling Notation (MAMN): A multi-layered graphical modelling notation for agent-based simulations. In PRIMA 2022: Principles and Practice of Multi-Agent Systems - 2

Cause-effect graphs have been applied in non agent-based simulations, where they are used to model chained causal relations between input parameters and system behaviour measured by appropriate indicators. This can be useful for the analysis and inte... Read More about Multi-Agent Modelling Notation (MAMN): A multi-layered graphical modelling notation for agent-based simulations.

Is the public library included? An analysis of local government documentation on the integration of forced migrants in Scotland (2022)
Presentation / Conference Contribution
Salzano, R., Hall, H., Webster, G., & Brazier, D. (2022, May). Is the public library included? An analysis of local government documentation on the integration of forced migrants in Scotland. Presented at Conceptions of Library and Information Science, Os

Introduction - Library and information science researchers identify public library roles in the integration of forced migrants into local communities. Here an analysis of formal documentation issued by local authorities allowed for an exploration of... Read More about Is the public library included? An analysis of local government documentation on the integration of forced migrants in Scotland.

A Quantitative Field Study of a Persuasive Security Technology in the Wild (2022)
Presentation / Conference Contribution
Vargheese, J. P., Collinson, M., & Masthoff, J. (2022). A Quantitative Field Study of a Persuasive Security Technology in the Wild. In Social Informatics: 13th International Conference, SocInfo 2022, Glasgow, UK, October 19–21, 2022, Proceedings (211-2

Persuasive techniques and persuasive technologies have been suggested as a means to improve user cybersecurity behaviour, but there have been few quantitative studies in this area. In this paper, we present a large scale evaluation of persuasive mess... Read More about A Quantitative Field Study of a Persuasive Security Technology in the Wild.

Manipulating Foley Footsteps and Character Realism to Influence Audience Perceptions of a 3D Animated Walk Cycle (2022)
Presentation / Conference Contribution
Cunningham, S., & Mcgregor, I. (2022). Manipulating Foley Footsteps and Character Realism to Influence Audience Perceptions of a 3D Animated Walk Cycle. In AM '22: Proceedings of the 17th International Audio Mostly Conference (113-120). https://doi.org/1

Foley artistry is an essential part of the audio post-production process for film, television, games, and animation. By extension, it is as crucial in emergent media such as virtual, mixed, and augmented reality. Footsteps are a core activity that a... Read More about Manipulating Foley Footsteps and Character Realism to Influence Audience Perceptions of a 3D Animated Walk Cycle.

Towards Secure Multi-Agent Deep Reinforcement Learning: Adversarial Attacks and Countermeasures (2022)
Presentation / Conference Contribution
Zheng, C., Zhen, C., Xie, H., & Yang, S. (2022). Towards Secure Multi-Agent Deep Reinforcement Learning: Adversarial Attacks and Countermeasures. In 2022 IEEE Conference on Dependable and Secure Computing (DSC). https://doi.org/10.1109/dsc54232.2022.9888

Reinforcement Learning (RL) is one of the most popular methods for solving complex sequential decision-making problems. Deep RL needs careful sensing of the environment, selecting algorithms as well as hyper-parameters via soft agents, and simultaneo... Read More about Towards Secure Multi-Agent Deep Reinforcement Learning: Adversarial Attacks and Countermeasures.

A Generative Neural Network for Enhancing Android Metamorphic Malware Detection based on Behaviour Profiling (2022)
Presentation / Conference Contribution
Turnbull, L., Tan, Z., & Babaagba, K. (2022). A Generative Neural Network for Enhancing Android Metamorphic Malware Detection based on Behaviour Profiling. In 2022 IEEE Conference on Dependable and Secure Computing (DSC). https://doi.org/10.1109/DSC54232

Malicious software trends show a persistent yearly increase in volume and cost impact. More than 350,000 new malicious or unwanted programs that target various technologies were registered daily over the past year. Metamorphic malware is a specifical... Read More about A Generative Neural Network for Enhancing Android Metamorphic Malware Detection based on Behaviour Profiling.

The creative use of digitised archives: case study of Lorna Lloyd’s ‘Diary of the War’ podcast series (2022)
Presentation / Conference Contribution
Ryan, B., Hall, H., Wilson, M., & Berger, J. (2022, September). The creative use of digitised archives: case study of Lorna Lloyd’s ‘Diary of the War’ podcast series. Presented at The BBC at 100 Symposium, National Science and Media Museum, Bradford

The roundtable discussion is concerned with the creative use of digitised archives in the work undertaken for the AHRC Creative Informatics funded Platform to Platform project. This centres on the exploitation, augmentation, and exhibition of a set o... Read More about The creative use of digitised archives: case study of Lorna Lloyd’s ‘Diary of the War’ podcast series.

Seguranca e o Metaverso (2022)
Presentation / Conference Contribution
Haynes, D. (2022, September). Seguranca e o Metaverso. Presented at Unesp and UFSC Universities, Sao Paulo State, Brazil [online]

Talk in Portuguese to colleagues at Unesp and UFSC Universities in Sao Paulo state, Brazil. The talk was delivered via an online connection and is available as a recording on YouTube. The talk outlined some of the problems of privacy and security... Read More about Seguranca e o Metaverso.

Seguranca digital e o regulacao do metaverso (in Portuguese) (2022)
Presentation / Conference Contribution
Haynes, D. (2022, September). Seguranca digital e o regulacao do metaverso (in Portuguese)

This summarises the research questions being investigated in the Starter grant 2021 to investigate the usage of and attitudes towards the metaverse in the UK. The purpose of the talk is to stimulate discussion with Brazilian partners to form the basi... Read More about Seguranca digital e o regulacao do metaverso (in Portuguese).

Apprentices' longitudinal perspectives of the tripartite collaboration at the heart of degree apprenticeships (2022)
Presentation / Conference Contribution
Taylor-Smith, E., Smith, S., & Fabian, K. (2022, September). Apprentices' longitudinal perspectives of the tripartite collaboration at the heart of degree apprenticeships. Paper presented at Organisational Learning, Knowledge and Capabilities, OLKC 2022,

Purpose: In degree apprenticeships, the tripartite collaboration between the apprentice, the employer, and the university is key to success. As the apprentices are at the centre of the degree, their lived experience and reflections are essential to... Read More about Apprentices' longitudinal perspectives of the tripartite collaboration at the heart of degree apprenticeships.

Evaluating Colour in Concept Diagrams (2022)
Presentation / Conference Contribution
McGrath, S., Blake, A., Stapleton, G., Touloumis, A., Chapman, P., Jamnik, M., & Shams, Z. (2022). Evaluating Colour in Concept Diagrams. In Diagrammatic Representation and Inference: 13th International Conference, Diagrams 2022, Rome, Italy, September

This paper is the first to establish the impact of colour on users' ability to interpret the informational content of concept diagrams, a logic designed for ontology engineering. Motivation comes from results for Euler diagrams, which form a fragment... Read More about Evaluating Colour in Concept Diagrams.

Transactional distance in the context of online and blended learning (2022)
Presentation / Conference Contribution
Fabian, K., Smith, S., Taylor-Smith, E., & Meharg, D. (2022, September). Transactional distance in the context of online and blended learning. Paper presented at Association for Learning Technology Annual Conference, Manchester

Moore’s (1993) transactional distance theory recognises that communications and psychological distance between learner and teacher are affected by course structure, dialogue between lecturers and students, and learner’s autonomy. These factors affect... Read More about Transactional distance in the context of online and blended learning.

Procedural Audio For Virtual Environments Workshop (2022)
Presentation / Conference Contribution
Di Donato, B., & Selfridge, R. (2022, September). Procedural Audio For Virtual Environments Workshop. Presented at Audio Mostly, St. Pölten, Austria

Sound design is a crucial aspect of interactive virtual environments (VEs). Often, this activity is fixated by the constraints of the tools we use or our perception of that medium. In this on-site workshop, we present methods to model sound-producing... Read More about Procedural Audio For Virtual Environments Workshop.

Participant-centred planning framework for effective gender balance activities in tech (2022)
Presentation / Conference Contribution
Taylor-Smith, E., Barnett, C., Smith, S., Barr, M., & Shankland, C. (2022). Participant-centred planning framework for effective gender balance activities in tech. In UKICER '22: Proceedings of the 2022 Conference on United Kingdom & Ireland Computing Ed

The gender imbalance in the tech industry [21], mirrored in computing education [13], is problematic in terms of providing appropriate products and services for the whole population. This lack of diversity and inclusion is also self-perpetuating thro... Read More about Participant-centred planning framework for effective gender balance activities in tech.

Digital options: an assessment of audience engagement with a digitised archive set transformed from online text and images to audio format (2022)
Presentation / Conference Contribution
Ryan, B., Hall, H., & McGregor, I. (2022, August). Digital options: an assessment of audience engagement with a digitised archive set transformed from online text and images to audio format. Paper presented at Archives and Records Association Annual Confe

We report the findings of a research project funded by the AHRC, with support of the BBC, British Library, and a community museum. This exploits, augments, and exhibits a set of existing archive data by transforming a young woman’s personal testimony... Read More about Digital options: an assessment of audience engagement with a digitised archive set transformed from online text and images to audio format.