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• Privacy-preserving medical image analysis
  2020 · 7 citations
• Beyond Gradients: Exploiting Adversarial Priors in Model Inversion Attacks
  2022 · 3 citations
• Differentially private federated deep learning for multi-site medical image segmentation
  2021 · 2 citations
• Distributed Machine Learning and the Semblance of Trust
  2021
• Can collaborative learning be private, robust and scalable?
  2022
• Incentivising the federation: gradient-based metrics for data selection and valuation in private decentralised training
  2023