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).
Introducing the Model for Responsible Innovation
Posted by:
Ben Kelly, Joy Aston and Charlie Grossman, Posted on:
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Categories:
Algorithms, Responsible innovation, Trustworthy innovation
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 …
Data Pipeline Challenges of Privacy-Preserving Federated Learning
Posted by:
Joe Near, David Darais and Mark Durkee, Posted on:
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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 …
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