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#artificial intelligence Preprint Aug 2026

FraudBench: Stress-Testing Policy-Grounded Banking Agents Against Adaptive Fraud

FraudBench is introduced, an executable benchmark built on the $\tau^2$-bench dual-control framework and the $\tau$-Knowledge banking environment that tests whether a policy-grounded banking agent safely acts when a caller manipulates identity, authorization, and trust over a conversation.

Dheeraj Mohandas Pai, Lu Xian · 0 citations