Elephant in the Room: An Evaluation Framework for Assessing Adversarial Examples in NLP

Ying Xu, Xu Zhong, Antonio Jose Jimeno Yepes +1

An adversarial example is an input transformed by small perturbations that machine learning models consistently misclassify. While there are a number of methods proposed to generat…