FinHarness: Multi-tier Inline Safety Harness for Finance LLM Agents
FinHarness wraps finance agents end-to-end with a Query Monitor, Tool Monitor, and adaptive Cascade judge — cutting attack success rate from 38.3% to 15.0% while keeping benign approval at 39.3%.