The recommended articles the author has read this week.
This letter is posted every Monday.
This week, the author introduces two practical OSS to validate the sensitivity of model prediction, e. g. how sensitive the output is to small changes in the input.
Foolbox
a python library to run fast adversarial attacks to benchmark the robustness of machine learning models in PyTorch, TensorFlow, and JAX.
CleverHans
a python library to implement adversarial attacks against machine learning models.