Lab: Differential Privacy in Machine Learning with TensorFlow Privacy
1. Lab: Differential Privacy in Machine Learning with TensorFlow Privacy
Now let's perform an exercise in a hands on lab. This lab helps you learn how to use differential privacy in machine learning, using TensorFlow Privacy. In this lab, you will wrap existing optimizers into their differentially private counterparts using TensorFlow Privacy. Practice checking hyperparameters introduced by differentially private machine learning. Measure the privacy guarantee provided using analysis tools included in TensorFlow Privacy.2. Let's practice!
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