A method to protect audio classifiers against adversarial attacks

In recent years, machine learning algorithms have attained remarkable results in a variety of tasks, including the classification of both images and audio files. A class of algorithms that has proven to be particularly promising are deep neural networks (DNNs) that can automatically learn to solve specific problems by analyzing large quantities of data.