Pavlos Papadopoulos

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Associate Lecturer / PhD Student

Cybersecurity, Distributed Ledger Technology, Privacy-Preserving Machine Learning

Edinburgh Napier University

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Portfolio


Publications

PyVertical: A Vertical Federated Learning Framework for Multi-headed SplitNN

PyVertical: A Vertical Federated Learning Framework for Multi-headed SplitNN

Practical Defences Against Model Inversion Attacks for Split Neural Networks

Practical Defences Against Model Inversion Attacks for Split Neural Networks

Privacy and Trust Redefined in Federated Machine Learning

Privacy and Trust Redefined in Federated Machine Learning

A Privacy-Preserving Healthcare Framework Using Hyperledger Fabric

A Privacy-Preserving Healthcare Framework Using Hyperledger Fabric

Privacy-Preserving Passive DNS

Privacy-Preserving Passive DNS