wanglun1996/secure-robust-federated-learning

Issues

• An error in modelpoisoning attack

  #37 opened a year ago by Asomey
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• TODO: update README to include new attacks and defenses

  #36 opened 2 years ago by wanglun1996
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• double check all the attacks deal with sub-sampled FL correctly

  #34 opened 2 years ago by wanglun1996
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• refine argument names

  #31 opened 2 years ago by wanglun1996
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• add citation to README.md after the arXiv draft is up

  #33 opened 2 years ago by wanglun1996
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• remove testing in backdoor

  #26 opened 3 years ago by wanglun1996
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• add max iter to argparse in simulate.py

  #28 opened 3 years ago by wanglun1996
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• move train.sh to the root repo

  #30 opened 3 years ago by wanglun1996
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• make the file template in simulate.py uniform

  #27 opened 3 years ago by wanglun1996
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• add median

  #23 opened 3 years ago by wanglun1996
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• fix the mal clients in model poisoning attack

  #21 opened 3 years ago by wanglun1996
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• Figure out sketch hyper-parameters

  #20 opened 3 years ago by wanglun1996
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• change local_iter to 1

  #22 opened 3 years ago by wanglun1996
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• we need to change the projection step

  #24 opened 3 years ago by wanglun1996
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• Timeline

  #3 opened 3 years ago by wanglun1996
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• Merge attack.py and backdoor.py

  #8 opened 3 years ago by wanglun1996
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• try different sigma

  #13 opened 3 years ago by wanglun1996
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• implement BULYAN attack

  #12 opened 3 years ago by wanglun1996
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• homogeneous and heterogeneous

  #14 opened 3 years ago by wanglun1996
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• implement FilterL2 and test on MNIST gradient

  #1 opened 3 years ago by wanglun1996
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• we should benchmark all the robust estimators from the papers

  #2 opened 3 years ago by wanglun1996
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• run BULYAN with Krum and trimmed mean

  #11 opened 4 years ago by wanglun1996
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• search sigma and expansion

  #9 opened 4 years ago by wanglun1996
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• finish BULYAN

  #10 opened 4 years ago by wanglun1996
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• Try trimmed mean with all bad points removed

  #6 opened 4 years ago by wanglun1996
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• Fix this line

  #5 opened 4 years ago by wanglun1996
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• merge the two branches

  #4 opened 4 years ago by wanglun1996
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