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Lab 5: CNN visualization & adversarial patterns
CNN visualization: deep features, attention maps. Adversarial patterns and attacks
Introduction
In this lab we will consider a CNN classifier and visualize activations and attention maps for its hidden layers, look for input patterns that maximize activations of specific neurons and see how to craft adversarial attacks fooling the network. All of these tasks share very similar te…