This is the author accepted manuscript. The final version is available from Springer Verlag via the DOI in this recordI study the extent of secure property rights a planner can implement. Agents can produce output, appropriate others’ output, or work in property rights enforcement. The planner pays enforcement personnel using taxes collected from producers who can hide income from taxation at a cost. The planner implements perfectly secure property rights by incentivizing production through redistributive taxation and absorbing potential appropriators as enforcement personnel. Both taxation and employment in enforcement institutionalize redistribution that would otherwise take place through appropriation. Higher costs of hiding income permi...