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Core software

  • TensorFlow: Framework for writing, training, and testing neural networks. You should at least work through the first tutorial.
  • TensorFlow Privacy: Extensions to TF for differentially-private training.
  • CleverHans: Extensions to TF for adversarial attacks and defenses on ML models.
  • MPyC: Python libraries for Secure Multiparty Computation.

Other tools

Differential Privacy