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Implement a new strategy: MeaMed #1611

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edogab33 opened this issue Jan 24, 2023 · 1 comment
Open

Implement a new strategy: MeaMed #1611

edogab33 opened this issue Jan 24, 2023 · 1 comment
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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

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@edogab33
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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

@edogab33 edogab33 added the feature request This issue or comment suggests an additional feature. label Jan 24, 2023
@danieljanes
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@edogab33 good idea

@danieljanes danieljanes added enhancement New feature or request good first issue Good for newcomers help wanted Extra attention is needed labels Jan 28, 2023
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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
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