This is a join work with Mark Demers. We study the billiard map associated with both the finite and infinite horizon Lorentz gases having smooth scatterers with strictly positive curvature. A generalized function spaces is introduced on which the transfer operator is quasi-compact. And we then prove the existence of a spectral gap and related statistical properties including exponential decay of correlations, the central limit theorem and Invariance Principle.