Using Random Perturbations to Mitigate Adversarial Attacks on Sentiment Analysis Models

Abigail Swenor, Jugal Kalita

Attacks on deep learning models are often difficult to identify and therefore are difficult to protect against. This problem is exacerbated by the use of public datasets that typic…