FinRED: An Expert-Guided Benchmark Generation and Evaluation Framework for Financial LLM Red-Teaming.

arXiv:2606.19887v4 Announce Type: replace-cross Abstract: Existing safety benchmarks target general adversarial scenarios but miss finance-specific risks. Financial LLMs face regulatory compliance violations, fraud facilitation, and systemic trust erosion that