Russia granted asylum to National Security Agency leaker Edward Snowden on Thursday, defying and embarrassing an Obama administration that threatened to scale back diplomatic relations between the two countries.

In the U.S., lawmakers across the spectrum heaped scorn on Moscow, branding the move as a slap in the face and calling for retaliatory measures from the White House.

"We...