| A privacy-preserving healthcare framework using hyperledger fabric C Stamatellis, P Papadopoulos, N Pitropakis, S Katsikas, WJ Buchanan Sensors 20 (22), 6587, 2020 | 95 | 2020 |
| 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 | 59 | 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 | 38 | 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 | 36 | 2021 |
| Launching Adversarial Attacks against Network Intrusion Detection Systems for IoT P Papadopoulos, O Thornewill von Essen, N Pitropakis, C Chrysoulas, ... Journal of Cybersecurity and Privacy 1 (2), 252-273, 2021 | 34 | 2021 |
| A distributed trust framework for privacy-preserving machine learning W Abramson, AJ Hall, P Papadopoulos, N Pitropakis, WJ Buchanan Trust, Privacy and Security in Digital Business: 17th International …, 2020 | 26 | 2020 |
| 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 |
| Phishing URL Detection Through Top-Level Domain Analysis: A Descriptive Approach O Christou, N Pitropakis, P Papadopoulos, S McKeown, WJ Buchanan Proceedings of the 6th International Conference on Information Systems …, 2020 | 21 | 2020 |
| Review and critical analysis of privacy-preserving infection tracking and contact tracing WJ Buchanan, MA Imran, M Ur-Rehman, L Zhang, QH Abbasi, ... Frontiers in Communications and Networks 1, 583376, 2020 | 19 | 2020 |
| Ransomware: Analysing the impact on Windows active directory domain services G McDonald, P Papadopoulos, N Pitropakis, J Ahmad, WJ Buchanan Sensors 22 (3), 953, 2022 | 16 | 2022 |
| Privacy-preserving passive dns P Papadopoulos, N Pitropakis, WJ Buchanan, O Lo, S Katsikas Computers 9 (3), 64, 2020 | 16 | 2020 |
| GLASS: A Citizen-Centric Distributed Data-Sharing Model within an e-Governance Architecture O Lo, WJ Buchanan, S Sayeed, P Papadopoulos, N Pitropakis, ... Sensors 22 (6), 2291, 2022 | 13 | 2022 |
| Min-max training: adversarially robust learning models for network intrusion detection systems S Grierson, C Thomson, P Papadopoulos, B Buchanan 2021 14th International Conference on Security of Information and Networks …, 2021 | 9 | 2021 |
| Thornewill von Essen P Papadopoulos Workshop on Security and Artificial Intelligence 21, 252-273, 2011 | 9 | 2011 |
| Investigating machine learning attacks on financial time series models M Gallagher, N Pitropakis, C Chrysoulas, P Papadopoulos, A Mylonas, ... Computers & Security 123, 102933, 2022 | 6 | 2022 |
| Decentralized Privacy: A Distributed Ledger Approach P Papadopoulos, N Pitropakis, WJ Buchanan Handbook of Smart Materials, Technologies, and Devices: Applications of …, 2022 | 6 | 2022 |
| GLASS: Towards secure and decentralized egovernance services using IPFS C Chrysoulas, A Thomson, N Pitropakis, P Papadopoulos, O Lo, ... European Symposium on Research in Computer Security, 40-57, 2021 | 6 | 2021 |
| Explainable AI-based DDOS attack identification method for IoT networks CS Kalutharage, X Liu, C Chrysoulas, N Pitropakis, P Papadopoulos Computers 12 (2), 32, 2023 | 5 | 2023 |
| 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 | |
| Browsers’ private mode: Is it what we were promised? K Hughes, P Papadopoulos, N Pitropakis, A Smales, J Ahmad, ... Computers 10 (12), 165, 2021 | 4 | 2021 |
Nikolaos PitropakisAssociate Professor of Cyber Security at Edinburgh Napier UniversityVerified email at napier.ac.uk
