Evaluating Tooling and Methodology when Analysing Bitcoin Mixing Services After Forensic Seizure
Presentation / Conference
Young, E. H., Chrysoulas, C., Pitropakis, N., Papadopoulos, P., & Buchanan, W. J. (2021, October)
Evaluating Tooling and Methodology when Analysing Bitcoin Mixing Services After Forensic Seizure. Paper presented at International Conference on Data Analytics for Business and Industry (ICDABI) 2021 - (DATA'21), Online
Little or no research has been directed to analysis and researching forensic analysis of the Bitcoin mixing or 'tumbling' service themselves. This work is intended to examine ...
Practical defences against model inversion attacks for split neural networks
Presentation / Conference
Titcombe, T., Hall, A. J., Papadopoulos, P., & Romanini, D. (2021, May)
Practical defences against model inversion attacks for split neural networks. Paper presented at ICLR 2021 Workshop on Distributed and Private Machine Learning (DPML 2021), Online
We describe a threat model under which a split network-based federated learning system is susceptible to a model inversion attack by a malicious computational server. We demon...
PyVertical: A Vertical Federated Learning Framework for Multi-headed SplitNN
Presentation / Conference
Romanini, D., Hall, A. J., Papadopoulos, P., Titcombe, T., Ismail, A., Cebere, T., …Hoeh, M. A. (2021, May)
PyVertical: A Vertical Federated Learning Framework for Multi-headed SplitNN. Poster presented at ICLR 2021 Workshop on Distributed and Private Machine Learning (DPML 2021), Online
We introduce PyVertical, a framework supporting vertical federated learning using split neural networks. The proposed framework allows a data scientist to train neural network...
Machine Learning for Health and Social Care Demographics in Scotland
Presentation / Conference
Buchanan, W. J., Smales, A., Lawson, A., & Chute, C. (2019, November)
Machine Learning for Health and Social Care Demographics in Scotland. Paper presented at HEALTHINFO 2019, Valencia, Spain
This paper outlines an extensive study of applying machine learning to the analysis of publicly available health and social care data within Scotland, with a focus on learning...
Reliable and Energy-Efficient Two Levels Unequal Clustering Mechanism for Wireless Sensor Networks
Presentation / Conference
Ali, A. E., Al-Dubai, A., Romdhani, I., & Eshaftri, M. (2018, June)
Reliable and Energy-Efficient Two Levels Unequal Clustering Mechanism for Wireless Sensor Networks. Paper presented at The 16th IEEE International Conference on Smart City (IEEE SmartCity-2018), Exeter, UK
In Wireless Sensor Networks, clustering sensor nodes into disjoint groups is widely used to achieve load balance and increase network lifetime. In particular, traditional uneq...
What role will wearables play in future healthcare?
Presentation / Conference
Thuemmler, C. (2017, November)
What role will wearables play in future healthcare?. Presented at Seminar on the future of Health care, Big Data and Wearables, Danish Parliament, Copenhagen
A better and more efficient health sector through digitalization and the use of Big Data – personalized treatment, prevention and diagnostics based on a more encompassing unde...
Large Scale Application Model potential of eHealth technology under 5G AP
Presentation / Conference
Thuemmler, C. (2017, September)
Large Scale Application Model potential of eHealth technology under 5G AP. Paper presented at IEEE 5G-IoT
No abstract available.
Performance evaluation of RPL objective functions.
Presentation / Conference
Altwassi, H., Qasem, M., Yassein, M. B., & Al-Dubai, A. (2015, October)
Performance evaluation of RPL objective functions. Paper presented at International Workshop on Internet of Things and Smart Spaces (IoT-Smart-2015): Applications, Challenges and Future Trends in conjunction with the 14th IEEE International Conference on Ubiquitous Computing and Communications （IUCC 2015), Liverpool, UK
IPv6 Routing Protocol for Low-Power and Lossy
Networks (RPL) is a standard for Wireless Sensors Networks. RPL uses two different ‘objective functions’ (OFs), namely Minimum Ra...
Inspired counter based broadcasting in dynamic source routing protocol.
Presentation / Conference
Yassein, M. B., & Al-Dubai, A. (2015, October)
Inspired counter based broadcasting in dynamic source routing protocol. Paper presented at 14th IEEE International Conference on Ubiquitous Computing and Communications (IUCC-2015), Liverpool, UUK
The broadcast storm problem is one of the most
challenging issues in Mobile ad Hoc Networks (MANETs).
However, it is still a challenging problem despite the great deal
of rela...
Teaching penetration and malware analysis in a cloud-based environment.
Presentation / Conference
Buchanan, W. J., Ramsay, B., Macfarlane, R., Smales, A., & Russell, G. (2015, June)
Teaching penetration and malware analysis in a cloud-based environment. Paper presented at UK Workshop on Cybersecurity Training & Education, Liverpool
This paper outlines evaluation of running a private Cloud-based system over two semesters at Edinburgh Napier University for two modules: Security Testing and Advanced Network...