Researching optimization problems in machine learning with security applications.
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Computer Science at UMD
- College Park, Maryland
- https://jonasgeiping.github.io/
- @jonasgeiping
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invertinggradients Public
Algorithms to recover input data from their gradient signal through a neural network
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poisoning-gradient-matching Public
Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching
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data-poisoning Public
Implementations of data poisoning attacks against neural networks and related defenses.
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fullbatchtraining Public
Training vision models with full-batch gradient descent and regularization
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ParametricMajorization Public
New training strategies for energy minimization methods with learnable parameters (ICCV 2019)
Jupyter Notebook 3


