The "Hotel Scene" exterior was filmed at the Sherman Hotel, but the interior of the hotel room was filmed at the famous Chelsea Hotel, both in New York City.
The "Kidnapping Scene" in the TWA terminal at JFK airport was filmed guerrilla style, without any permits. The actresses dressed as stewardesses were often mistaken by travelers as real flight attendants.