No one is illegal–period.
Which is, of course, a refutation of a ridiculous straw man, because no one is actually labeling the people themselves illegal, when referring to them having immigrated illegally. It's a deliberate cringy misinterpretation of simple shorthand.
If you call someone a thief, are you saying that they are theft, or are you saying that they stole?