Quantum steering inequalities allow to demonstrate the presence of
entanglement between two parties when one of the two measurement device is not
trusted. In this paper we show that quantum steering can be demonstrated for
arbitrary low detection efficiency by using two-qubit non-maximally entangled
states. Our result can have important applications in one-sided
device-independent quantum key distribution.Comment: Revtex, 5 pages, 3 figure