They're just going say that they're federal and not bound by state law, aren't law enforcement they're immigration enforcement, or that they're undercover.
Perhaps the most infamous case of this was the Idaho manslaughter case against FBI sniper Lon Horiuchi for killing Vicki Weaver in the Ruby Ridge incident. His case was simply "removed" to federal court and dismissed under the supremacy clause (although this dismissal was later overturned narrowly when appealed).
Sure. But hopefully they'll be saying that while one of their own is being charged.
Under the current administration? Not at all https://www.politico.com/news/2025/09/18/ice-nyc-protest-005...