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1. tensorflow/privacy tensorflow/privacy Public

   Library for training machine learning models with privacy for training data

   Python 1.9k 453

2. inspire-group/privacy-vs-robustness inspire-group/privacy-vs-robustness Public

   Privacy Risks of Securing Machine Learning Models against Adversarial Examples

   Python 44 12

3. inspire-group/membership-inference-evaluation inspire-group/membership-inference-evaluation Public

   Systematic Evaluation of Membership Inference Privacy Risks of Machine Learning Models

   Python 123 18

4. Hsuan-Tung/universal_attack_natural_trigger Hsuan-Tung/universal_attack_natural_trigger Public

   Natural Universal Trigger Search (NUTS)

   Jupyter Notebook 21 1

5. inspire-group/OOD-Attacks inspire-group/OOD-Attacks Public

   Attacks using out-of-distribution adversarial examples

   Python 12 4

6. inspire-group/unlearning-verification inspire-group/unlearning-verification Public

   verifying machine unlearning by backdooring

   Python 18 1