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Byzantine robust aggregator

Open s314cy opened this issue 2 years ago • 2 comments

Following the aggregator refactor in #578, byzantine-robust aggregation in the federated setting does not work anymore as it remains to be re-implemented with the new architecture in mind.

s314cy avatar Sep 11 '23 17:09 s314cy

The work pre-refactoring has been left in the code unused, we are removing it in #652. For future use, it can be found in discojs/discojs-core/src/aggregator/robust.ts at commit b9db50f

JulienVig avatar Mar 25 '24 09:03 JulienVig

  • the initial implementation was done in #489
  • based on a MLO paper
  • byzantine robust in this case is robustness against "bad weights"
  • seems quite douable (added to v4 milestone)

thanks @JulienVig for the code de-zombification

tharvik avatar Jul 23 '24 12:07 tharvik