This research introduces a novel approach to financial misinformation detection using specialized large language models.

• Develops FMDLlama, a targeted LLM specifically designed to identify financial misinformation
• Addresses a critical gap in applying advanced AI to financial security
• Demonstrates superior performance compared to traditional detection methods
• Provides a security framework to protect financial markets from harmful misinformation

Why it matters: Financial misinformation can disrupt markets, harm investors, and undermine trust in financial systems. This research offers an AI-powered solution to identify and counter false financial claims, enhancing security in an increasingly complex information ecosystem.

FMDLlama: Financial Misinformation Detection based on Large Language Models