Wenhan Mu

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

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 the originals.…