Welfare cheats usually known by people in the community. Too often people who know of the fraud do not report it for various reasons. Thus the scam goes on.
Agencies are not blameless though. When budgets get tight, money for fraud investigation is sometimes shunted away from investigative units and the employees either reassigned or laid off.