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Test the robustness of Auto-DBSCAN #8

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Test the robustness of Auto-DBSCAN#8

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@Timo9Madrid7
Timo9Madrid7
opened on May 24, 2022

MNIST

IID

  • backdoor
  • flipping
  • edge-case
  • Krum
  • trimmed-mean
  • random upload

Non-IID (0.5)

  • backdoor
  • flipping
  • edge-case #9
  • Krum
  • trimmed-mean
  • random upload

CIFAR10

IID

  • backdoor
  • flipping
  • edge-case
  • Krum
  • trimmed-mean
  • random upload

Non-IID (0.5)

  • backdoor #11
  • flipping (0.3)
  • edge-case (0.3)
  • Krum
  • trimmed-mean
  • random upload

EMNIST

IID

  • backdoor
  • flipping
  • edge-case
  • Krum
  • trimmed-mean
  • random upload

Non-IID (0.5)

  • backdoor
  • flipping
  • edge-case
  • Krum
  • trimmed-mean
  • random upload

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