If only companies could uncover all employee fraud by zeroing in on red-flag behaviors such as secretiveness, irritability and sudden spending that exceeds what a worker’s paycheck normally would allow.

But scouting for potential fraud requires greater nuance, according to the Association of Certified Fraud Examiners’ recently released biannual report on fraud committed by employees.