Boucetta () is a surname. Notable people with the surname include:
Fethi Boucetta (born 15 September 1963), Algerian citizen who was held in extrajudicial detention in Guantanamo Bay detention camps Leila Boucetta (born 12 December 1986), Algerian table tennis player M'hamed Boucetta (23 December 1925 – 17 February 2017), Moroccan politician and lawyer Mounia Boucetta (born 24 March 1967), Moroccan engineer and politician