NHS England has unveiled plans to develop a federated data platform (FDP), with an estimated procurement value of £240 million. It has published a prior information notice for potential suppliers ahead of an open procurement. According to the notice, the FDP will be “an ecosystem of ...
The FDP is more than just a tool; it’s the backbone for the future of network-driven innovation. With a unified platform, secure data exchanges and a distributed model, the FDP is here to empower developers, simplify operations and strengthen the NaaS ecosystem for all. All this being said...
DP FL, Client-Level DP FL, and FedFDP use DP to adjust fairness while maintaining privacy and incorporate clipping applied to the loss value to maximize utility [62,66,68]. Salim et al. developed a DP-DLP mechanism to properly adjust the extended variance of Gaussian noise to satisfy the...