The geographic location that is least affected by piracy would be the Gulf of Aden. This is the answer because there some capes or gulfs are surrounded by open and big bodies of water while the Gulf of Aden forms almost as a narrow strait and is surrounded mainly by land, making it easy to catch pirates.