1. A method to perform video-based authentication, the method comprising: determining, with a processor, whether a sequence of input images provided to perform video-based authentication of a subject exhibits a first region having fluctuating pixel values; and determining, with the processor, that the sequence of input images is associated with a spoofing attack in response to determining that the sequence of input images exhibits the first region having fluctuating pixel values.