Attanayake is a Sinhalese surname. Notable people with the surname include:
Lahiru Attanayake (born 1999), Sri Lankan cricketer Manike Attanayake (born 1947), Sri Lankan actress Senarath Attanayake (1966–2017), Sri Lankan politician Tissa Attanayake (born 1961), Sri Lankan politician