Probing Latent Subspaces in LLM for AI Security: Identifying and Manipulating Adversarial States

Xin Wei Chia, Swee Liang Wong, Jonathan Pan

Large Language Models (LLMs) have demonstrated remarkable capabilities across various tasks, yet they remain vulnerable to adversarial manipulations such as jailbreaking via prompt…