Aranha () is a Portuguese surname, meaning spider. Notable people with the name include:

Surname

Graça Aranha (1868–1931), Brazilian writer Jermaine Aranha, Canadian drag queen José Aranha (born 1951), Brazilian freestyle swimmer Osvaldo Aranha (1894–1960), Brazilian politician, diplomat and statesman Ray Aranha (1939–2011), American actor, playwright, and stage director

Nickname

Mário Lúcio Costa Duarte, known as Aranha (born 1980), Brazilian footballer