I suspect that neither RAIM nor a KF would prevent spoofing, in fact a KF would perhaps help the spoofer.
Techniques such as those employed to carry out a range pull off are relevant but I think there is a lot more involved than would be in spoofing a radar.
An aircraft's greatest defence is the fact that it is flying.