We propose a method to overcome the photon-number-splitting attacks in high loss Bennett-Brassard 1984 quantum key distribution protocol: They intentionally and randomly inputs multi-photon (decoy) states in the sources and check whether the loss of the multi-photon states is abnormally reduced (possibly by an eveasdropper).