Jinyoung Jeong

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

Rigorous expert validation confirms seed plausibility and realism for meaningful LLM safety evaluation, and provides an expert-validated, finance-specific rubric that goes beyond disclaimer checks, aligns more closely with human experts than static one-size-fits-all rubrics, and reduces critical false negatives from 28...