Neural Uncertainty Principle: A Unified View of Adversarial Fragility and LLM Hallucination

Dong-Xiao Zhang, Hu Lou, Jun-Jie Zhang +2

Adversarial vulnerability in vision and hallucination in large language models are conventionally viewed as separate problems, each addressed with modality-specific patches. This s…