Dongping Chen

Evaluating the Validity of Word-level Adversarial Attacks with Large Language Models

2024

Deep neural networks exhibit vulnerability to word-level adversarial attacks in natural language processing.Most of these attack methods adopt synonymous substitutions to perturb original samples for crafting adversarial examples while attempting to maintain semantic consistency with …