Alert-ME: An Explainability-Driven Defense Against Adversarial Examples in Transformer-Based Text Classification

Bushra Sabir, Yansong Gao, Alsharif Abuadbba +1

Transformer-based text classifiers such as BERT, RoBERTa, T5, and GPT have shown strong performance in natural language processing tasks but remain vulnerable to adversarial exampl…