ICE exists to enforce CIVIL immigration law, not CRIMINAL law of any kind. Ergo, there is no legal justification for them:

* to be armed.
* to be masked.
* to kidnap anyone they want when they require judicial warrants to make CIVIL arrests.
* to provide security for the Vice President, ever.