The Britain-based activist group Syrian Observatory for Human Rights said most of the dead were civilians, but members of the Syrian security services were also killed in Thursday's attack.
Witnesses and opposition activists said the explosion targeted a security checkpoint central Mazraa neighborhood.
Syrian state TV also reported the blast, calling it a "terrorist" attack by a suicide bomber on a heavily populated area.