SHERIFF is a telecom fraud detection and management system, originally developed by BT and MCI. SHERIFF is an acronym for Statistical Heuristic Engine to Reliably and Intelligently Fight Fraud.
In principle, a sheriff is a legal official with responsibility for a "shire", i.e. county. In practice, the specific combination of legal, political and ceremonial duties of a sheriff varies greatly from country to country.