Absolutely not true, both from a judicial perspective (i.e., countless court decisions are clear on the fact that non-citizens *ARE* guaranteed constitutional rights), and from a philosophical perspective (the American system is founded on the concept that these rights are "endowed by the creator" to all people, and not just people with American citizenship).
Nukem