What are backdoor (trojan) attacks on ML models, and how do you detect a poisoned model?

A backdoored model behaves perfectly until it sees a secret trigger, then flips. The signal is explaining why clean test accuracy never reveals it, and what detection actually buys you when the trigger is unknown.

Updated Aug 2026 · Grounded in real Applied AI Engineer interview loops and written to a senior-engineer editorial bar.