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jaintj95 / Federated_AoT

Federated AoT code for OpenMined Research Project
MIT License
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Results: Adversary Frequency #2

Open anupamme opened 4 years ago

anupamme commented 4 years ago

We want to verify the plot 4 in the paper. So we want to measure

  1. attack success vs a fraction of adversary nodes
  2. attack success vs a fraction of data poisoned
  3. attack success vs a fraction of rounds in which data was poisoned.
anupamme commented 4 years ago

The experiment setup to use:

Task 1: CIFAR100 (Image Classification) | VGG-9 Task 2: EMNIST (Digit Classification) | LeNet Task 3: Sentiment 140 (Sentiment Classification) | LSTM Task 4: Reddit Dataset (Next word prediction) | LSTM