Aviation authorities and airlines detect fake or manipulated flight hours by cross-checking pilot logbooks with aircraft records, simulator data, airline rosters, instructor reports, GPS or digital tracking systems, and training school documentation, while inconsistencies often trigger investigations; pilots found falsifying logbook records can face serious penalties such as license suspension or permanent revocation, heavy fines, job termination, and even criminal charges in severe fraud cases because aviation safety depends heavily on accurate experience records.