Differential Robustness in Transformer Language Models: Empirical Evaluation Under Adversarial Text Attacks

Taniya Gidatkar, Oluwaseun Ajao, Matthew Shardlow

This study evaluates the resilience of large language models (LLMs) against adversarial attacks, specifically focusing on Flan-T5, BERT, and RoBERTa-Base. Using systematically desi…