Airline Protection Act of 2003 - Authorizes the Under Secretary of Transportation for Security to award grants for the production of bomb scanners for airline baggage. Limits grant eligibility to U.S.-based entities that have demonstrated the ability to produce scanners with false positive and false negative rates below specified percentages which are not cost prohibitive to install.