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Department for Science, Innovation and Technology

Dave Buckley

Data Distribution in Privacy-Preserving Federated Learning

Posted by: , , and , Posted on: - Categories: Data, Data collection, Data-driven technology, Data-sharing, PETs Blogs

This post is part of a series on privacy-preserving federated learning. The series is a collaboration between the Responsible Technology Adoption Unit (RTA) and the US National Institute of Standards and Technology (NIST). Learn more and read all the posts …

Privacy Attacks in Federated Learning

Posted by: , , and , Posted on: - Categories: Algorithms, Artificial intelligence, Data, Data collection, Data-driven technology, Data-sharing, PETs Blogs

This post is part of a series on privacy-preserving federated learning. The series is a collaboration between CDEI and the US National Institute of Standards and Technology (NIST). Learn more and read all the posts published to date on the …

The UK-US Blog Series on Privacy-Preserving Federated Learning: Introduction

Posted by: , , and , Posted on: - Categories: Data, Data collection, Data-driven technology, Data-sharing, Ethical innovation, PETs Blogs, Responsible innovation

This post is the first in a series on privacy-preserving federated learning. The series is a collaboration between CDEI and the US National Institute of Standards and Technology (NIST). Advances in machine learning and AI, fuelled by large-scale data availability …

Exploring the role of data intermediaries in supporting responsible data sharing

Posted by: , and , Posted on: - Categories: Data, Intermediaries, Responsible innovation

At the Centre for Data Ethics and Innovation (CDEI), we aim to drive trustworthy innovation in data and data-driven technologies, including AI. Exploring, developing, and promoting mechanisms for supporting responsible data access and sharing across the economy is therefore a …

Supporting the adoption of privacy-enhancing technologies

Posted by: and , Posted on: - Categories: Data, Data-sharing, Responsible innovation

As set out in the UK government’s National Data Strategy, the CDEI has been exploring the role of privacy-enhancing technologies (PETs) in enabling trustworthy use of data. PETs have the potential to unlock innovation by enabling valuable data sharing and …

Privacy enhancing technologies for trustworthy use of data

Posted by: , Posted on: - Categories: Data, Data-sharing, Responsible innovation, Trust

The CDEI has been researching the role of privacy enhancing technologies (PETs) in enabling safe, private and trustworthy use of data. Privacy is a fundamental right. Organisations have an obligation to protect privacy, and must consider important legal, ethical, and …

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The Responsible Technology Adoption Unit uses its blog to share regular updates about its work. It has published articles on a range of issues relating to the use of data and AI.

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