Fuga Island is an island and barangay located north of Luzon and is part of the Babuyan Islands, which is the second-northernmost island group of the Philippines. Barangay Fuga Island is one of the 42 barangays under the jurisdiction of the municipality of Aparri in the province of Cagayan.

The Babuyan Islands, also known as the Babuyan Group of Islands, is an archipelago in the Philippines, located in the Luzon Strait north of the main island of Luzon and south of Taiwan via Bashi Channel to Luzon Strait. The archipelago consists of five major islands and their surrounding smaller islands. These main islands are, counterclockwise starting from northeast, Babuyan, Calayan, Dalupiri, Fuga, and Camiguin. The Babuyan Islands are separated from Luzon by the Babuyan Channel, and from the province of Batanes to the north by the Balintang Channel.