A computer-implemented method for authenticating a composite fingerprint includes executing on a computer processor the step of receiving the composite fingerprint, wherein the composite fingerprint is a thermal image of a reference finger with a thermal impression of another finger from a thermal scanner. The composite fingerprint is authenticated according to a known fingerprint of the reference finger and a known fingerprint of the other finger. A result of the authentication is returned.