I feel like this could be true for many countries, but I think that the question is best answered with "Egypt" and the longtime leader is Hosni Mubarak (leader between 1981-2011).
But perhaps even better answer is Syria - the leader is Bashar al-Assad, in power since 2000, and before that his father, Hafez al-Assad was the leader for 30 years.