Differential privacy in deep learning: Privacy and beyond

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• Finished

  CRF-ExtU-Lead: User-controlled Secure Data Sharing and Analytics with Blockchain and Trusted Computing Technologies

  Xu, J. (Main Project Coordinator [External]) & WANG, C. (Principal Investigator / Project Coordinator)

  1/05/22 → 30/04/26

  Project: Research

  • Federated machine learning 100%
  • Blockchain 88%
  • Learning System 79%
  • Large Language Model 65%
  • Cryptography 65%

• NSFC: Towards Secure and Privacy-enhanced Machine Learning as a Service

  WANG, C. (Principal Investigator / Project Coordinator) & Shen, C. (Co-Investigator)

  1/01/22 → 31/12/25

  Project: Research

  • Learning System 100%
  • Federated machine learning 84%
  • Machine Learning 69%
  • Differential Privacy 68%
  • Privacy Preserving 63%