Is flaherty an Italian last name?

No, Flaherty is not an Italian last name. It is of Irish origin.

The name Flaherty is derived from the Gaelic "Ó Fleartaigh", meaning "descendant of Fleartach", a personal name that possibly means "strong" or "vigorous".