Aytu˘g Onan

Survey on Adversarial Prompt Generation and Robustness Analysis in Large Language Models

This survey provides a comprehensive analysis of adversarial prompting strategies, ranging from input manipulation techniques to semantic and structural distortions, and explores defense strategies across preprocessing, model-level, postprocessing, and hybrid strategies, highlighting recent advances and their limitations.