Swallowing the Poison Pills: Insights from Vulnerability Disparity Among LLMs

Peng Yifeng, Wu Zhizheng, Chen Chen

Modern large language models (LLMs) exhibit critical vulnerabilities to poison pill attacks: localized data poisoning that alters specific factual knowledge while preserving overal…