How do humans perceive adversarial text? A reality check on the validity and naturalness of word-based adversarial attacks

Salijona Dyrmishi, Salah Ghamizi, Maxime Cordy

Natural Language Processing (NLP) models based on Machine Learning (ML) are susceptible to adversarial attacks -- malicious algorithms that imperceptibly modify input text to force…