Implement Secure Aggregation

[danieljanes]

Secure aggregation [Bonawitz et al., 2017] is an important element of many FL workloads. We need to add a way to use secure aggregation within different strategies, ideally in a modular way (i.e., there is one secure aggregation implementation which can easily be plugged into different strategy implementations).

Paper: https://eprint.iacr.org/2017/281.pdf

[anik123]

Hi,

Any update on this?

Thanks in advance.

[Bhushankolpe]

Hi,

Any update on this?

Thanks in advance.

Secure aggregation [Bonawitz et al., 2017] is an important element of many FL workloads. We need to add a way to use secure aggregation within different strategies, ideally in a modular way (i.e., there is one secure aggregation implementation which can easily be plugged into different strategy implementations).

Paper: https://eprint.iacr.org/2017/281.pdf

sir the official implementation of secure aggregation is ready or not yet?

[rtaiello]

Hi @danieljanes any updatas about Secure Aggregation? I've seen in docs: https://flower.dev/docs/secagg.html But I can't find any tutorial/example. Thanks in advance.