Implement a new strategy: MeaMed #1611
Labels
enhancement
New feature or request
feature request
This issue or comment suggests an additional feature.
good first issue
Good for newcomers
help wanted
Extra attention is needed
Describe the type of feature and its functionality.
I propose to add MeaMed (Mean-around-Median) as a new strategy robust against poisoning attacks.
It works by first computing the median model as FedMedian would do, and then take the k closest parameters to the median ones.
MeaMed: https://arxiv.org/pdf/1802.10116.pdf
Describe step by step what files and adjustments are you planning to include.
I am planning to add a new strategy meamed.py and its tests in meamed_test.py.
Is there something else you want to add?
No response
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