Open edogab33 opened 1 year ago
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
I am planning to add a new strategy meamed.py and its tests in meamed_test.py.
No response
@edogab33 good idea
danieljanes
commented
1 year ago danieljanes
commented
1 year ago
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