| Pyvertical: A vertical federated learning framework for multi-headed splitnn D Romanini, AJ Hall, P Papadopoulos, T Titcombe, A Ismail, T Cebere, ... arXiv preprint arXiv:2104.00489, 2021 | 56 | 2021 |
| Privacy and trust redefined in federated machine learning P Papadopoulos, W Abramson, AJ Hall, N Pitropakis, WJ Buchanan Machine Learning and Knowledge Extraction 3 (2), 333-356, 2021 | 36 | 2021 |
| Practical defences against model inversion attacks for split neural networks T Titcombe, AJ Hall, P Papadopoulos, D Romanini arXiv preprint arXiv:2104.05743, 2021 | 32 | 2021 |
| Insider threat detection using supervised machine learning algorithms on an extremely imbalanced dataset NM Sheykhkanloo, A Hall International Journal of Cyber Warfare and Terrorism (IJCWT) 10 (2), 1-26, 2020 | 27 | 2020 |
| A Distributed Trust Framework for Privacy-Preserving Machine Learning WJB Will Abramson, Adam James Hall, Pavlos Papadopoulos, Nikolaos Pitropakis TrustBus 2020 17, 2020 | 26* | 2020 |
| Predicting malicious insider threat scenarios using organizational data and a heterogeneous stack-classifier AJ Hall, N Pitropakis, WJ Buchanan, N Moradpoor 2018 IEEE International Conference on Big Data (Big Data), 5034-5039, 2018 | 25 | 2018 |
| Asymmetric private set intersection with applications to contact tracing and private vertical federated machine learning N Angelou, A Benaissa, B Cebere, W Clark, AJ Hall, MA Hoeh, D Liu, ... arXiv preprint arXiv:2011.09350, 2020 | 21 | 2020 |
| Syft 0.5: A platform for universally deployable structured transparency AJ Hall, M Jay, T Cebere, B Cebere, KL van der Veen, G Muraru, T Xu, ... arXiv preprint arXiv:2104.12385, 2021 | 9 | 2021 |
| Energy demand forecasting of buildings using random neural networks J Ahmad, A Tahir, H Larijani, F Ahmed, S Aziz Shah, AJ Hall, ... Journal of Intelligent & Fuzzy Systems 38 (4), 4753-4765, 2020 | 7 | 2020 |
| Predicting insulin resistance in children using a machine-learning-based clinical decision support system AJ Hall, A Hussain, MG Shaikh Advances in Brain Inspired Cognitive Systems: 8th International Conference …, 2016 | 7 | 2016 |
| Pyvertical: A vertical federated learning framework for multi-headed splitnn. arXiv 2021 D Romanini, AJ Hall, P Papadopoulos, T Titcombe, A Ismail, T Cebere, ... arXiv preprint arXiv:2104.00489, 0 | 5 | |
| Privacy-preserving Surveillance Methods using Homomorphic Encryption W Bowditch, W Abramson, WJ Buchanan, N Pitropakis, AJ Hall Scitepress Digital Library, 2020 | 2 | 2020 |
| Ellipse Combining with Unknown Cross Ellipse Correlations A Hall arXiv preprint arXiv:2101.12034, 2021 | | 2021 |
