Protecting Trained Models in Privacy-Preserving Federated Learning
Protecting Trained Models in Privacy-Preserving Federated Learning
Find out how you can protect individual's data after it's been used in training models through output privacy.
Find out how you can protect individual's data after it's been used in training models through output privacy.
I have long believed in the power of data to make a meaningful difference to people's lives. Working in the field for over 30 years, I have seen the ways in which data can be used as a powerful force …
As set out in the Government’s National AI Strategy, the UK aims to establish the most trusted and pro-innovation system for AI governance in the world. A key component of getting this light-touch and pro-innovation governance right, is delivering on …
Today the Central Digital and Data Office (CDDO) and the Centre for Data Ethics and Innovation (CDEI) are sharing an updated version of the Algorithmic Transparency Standard on GitHub. Sharing the updated Standard on GitHub will allow interested stakeholders to …
Self-driving vehicles have the potential to radically transform the UK’s roads. But to enable their benefits and achieve the government’s ambition to ‘make the UK the best place in the world to deploy connected and automated vehicles’, developers and manufacturers …
We have been working with the Department for Business, Energy, and Industrial Strategy (BEIS) to identify the features of ethical and trustworthy Smart Data schemes. Smart Data refers to the “secure sharing of customer data with authorised third party providers …
We have been working with the Department for Business, Energy, and Industrial Strategy (BEIS) to identify the features of ethical and trustworthy Smart Data schemes. Smart Data schemes have the potential to unlock significant benefits for consumers and the UK …
The Ministry of Defence (MoD) has today published the UK’s Defence AI Strategy, outlining how the UK will prioritise research, development and experimentation to revolutionise the UK’s Armed Forces capabilities. Additionally, the MoD has published a policy on the ‘Ambitious, …
This week, we announced the launch of a new programme of work around enabling responsible access to data. One of the initial workstreams in this programme is exploring the potential for novel approaches to data stewardship to support organisations to …
Access to data is an obvious requirement for data-driven innovation, but many innovators struggle to access the data they need. In a recent CDEI survey, 86% of vendors of AI and data-driven technologies stated that a number of data-related factors …
Today, the Central Digital and Data Office (CDDO) and Centre for Data Ethics and Innovation (CDEI) have published the first reports from our transparency standard pilots. The public sector algorithmic transparency standard is one of the world’s first initiatives of …
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