A personal authentication method and device capable of creating iris information enabling personal authentication even if the iris image shows light reflection. The graphical model includes at least one signal having a data size, a data dimensionality, or both that can vary from a first time instance to a second time instance as the model executes. In one embodiment, the biometric security system includes a transponder configured with a biometric sensor.