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Pinned

  1. cramming cramming Public

    Cramming the training of a (BERT-type) language model into limited compute.

    Python 1.2k 99

  2. breaching breaching Public

    Breaching privacy in federated learning scenarios for vision and text

    Python 245 57

  3. poisoning-gradient-matching poisoning-gradient-matching Public

    Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching

    Python 88 12

  4. invertinggradients invertinggradients Public

    Algorithms to recover input data from their gradient signal through a neural network

    Jupyter Notebook 238 67

  5. data-poisoning data-poisoning Public

    Implementations of data poisoning attacks against neural networks and related defenses.

    Python 55 7

  6. fullbatchtraining fullbatchtraining Public

    Training vision models with full-batch gradient descent and regularization

    Python 36 6