A method for forming FinFETs having a capping layer for reducing punch through leakage includes providing an intermediate semiconductor structure having a semiconductor substrate and a fin disposed on the semiconductor substrate. A capping layer is disposed over the fin, and an isolation fill is disposed over the capping layer. A portion of the isolation fill and the capping layer is removed to expose an upper surface portion of the fin. Tapping layer and a lower portion of the fin define an interface dipole layer barrier, a portion of the capping layer operable to provide an increased negative charge or an increased positive charge adjacent to the fin, to reduce punch-through leakage compared to a fin without the capping layer.