They should have rights, but they need not, indeed they cannot be the same as for mortal beings. Consider: falsely imprisoning someone whose lifetime is limited for years is bad in that it's extremely unpleasant, but also because it deprives them of a finite resource. The former is true for an immortal being, not the latter obviously.
