Xhaka is an Albanian surname. Notable people with the surname include:
Fatime Xhaka (1952–1999), Kosovan sports leader and activist Granit Xhaka (born 1992), Swiss footballer Rexhep Xhaka (born 1945), Kosovan former footballer and coach Taulant Xhaka (born 1991), Swiss-Albanian footballer, brother of Granit