Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble

Yi Zhou, Xiaoqing Zheng, Cho-Jui Hsieh +2

Despite neural networks have achieved prominent performance on many natural language processing (NLP) tasks, they are vulnerable to adversarial examples. In this paper, we propose…