AINeutralarXiv – CS AI · 6h ago7/10
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FFinRED: An Expert-Guided Benchmark Generation and Evaluation Framework for Financial LLM Red-Teaming
Researchers have developed FinRED, an expert-guided red-teaming framework specifically designed to evaluate the safety of financial large language models against finance-specific risks like regulatory violations and fraud facilitation. The framework maps global financial standards to threat scenarios and generates realistic test prompts from actual financial documents, with validation already deployed in South Korea's Financial Security Institute for real-world regulatory testing.
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