Combating Vaccine Misinformation from AI
A Novel Dataset for Detecting LLM-Generated Health Misinformation
VaxGuard introduces a pioneering dataset designed to detect AI-generated vaccine misinformation across multiple generators, types, and roles.
- First comprehensive dataset specifically focused on LLM-generated vaccine misinformation
- Analyzes content from multiple AI generators with various misinformation types
- Explores different deceptive roles AI can assume in spreading vaccine falsehoods
- Enables development of more robust detection systems to protect public health
This research is critical for the medical field as it addresses a growing threat to public health information integrity, helping protect vaccination campaigns from AI-generated misinformation that could undermine public trust.