Challenges of scaling up privacy-preserving federated learning solutions

09/10/2024 | UK Government

The latest article in the series on privacy-preserving federated learning, a collaboration between the UK Responsible Technology Adoption Unit (RTA) and the US National Institute of Standards and Technology (NIST), features an interview with the winners in the UK-US PETs Prize Challenge Dr Xiaowei Huang and Dr Yi Dong from the University of Liverpool, Dr Mat Weldon from the Office of National Statistics (ONS), and Sikha Pentyala from the University of Washington Tacoma. The article addresses the challenges of scaling up innovative solutions in privacy-preserving federated learning (PPFL).

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