Data protection considerations for implementing federated learning – a regulator’s perspective
This guest post features reflections from the UK’s Information Commissioner’s Office (ICO).
This guest post features reflections from the UK’s Information Commissioner’s Office (ICO).
Last week, the Responsible Tech Adoption Unit (RTA) published our Model for Responsible Innovation, a practical framework for addressing the ethical risks associated with developing and deploying projects that use AI or data-driven technology. The Model sets out a vision …
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 …
Hear from some of the winners of the UK-US PETs Prize Challenges on scalability challenges and solutions in privacy-preserving federated learning.
Featuring: Dr. Mat Weldon - ONS Dr. Michael Fenton – Trūata Dr. Xiaowei Huang – University of Liverpool Dr. Yi Dong – University of Liverpool In this post, we talk with Dr. Xiaowei Huang and Dr. Yi Dong (University of …
Find out how you can protect individual's data after it's been used in training models through output privacy.
Privacy Enhancing Technologies (PETs) have become an increasingly important policy priority for governments, multilateral organisations, and the data privacy expert community. PETs refer to a range of digital technologies and techniques that enable the collection, processing, analysis, and sharing of …
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 …
Children’s Social Care is one of the most important functions the government carries out. Children who need help and protection deserve high quality and effective support as soon as a need is identified. Data analytics tools, software that enables categorisation …
Today, DSIT’s Responsible Technology Adoption Unit (RTA) is pleased to publish our guidance on Responsible AI in recruitment. This guidance aims to help organisations responsibly procure and deploy AI systems for use in recruitment processes. The guidance identifies key considerations …
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