Alexander Fulleringer

Adversarial Attacks on the Interpretation of Neuron Activation Maximization

Feature visualization is one of the most popular techniques used to interpret the internal behavior of individual units of trained deep neural networks. Based on activation maximization, they consist of finding synthetic or natural inputs that maximize neuron activations. This paper introduces an op…