His comments come amid a growing debate about the Bush administration's use of aggressive interrogation methods on terrorism suspects rights after the Sept. 11 attacks, including the use of a widely condemned interrogation technique known as waterboarding.
Scalia said that it was "extraordinary" to assume that the U.S. Constitution's ban on "cruel and unusual punishment" also applied to "so-called" torture.
"To begin with the Constitution ... is referring to punishment for crime. And, for example, incarcerating someone indefinitely would certainly be cruel and unusual punishment for a crime," he said in an interview with the Law in Action program on BBC Radio 4.
Scalia said stronger measures could be taken when a witness refused to answer questions.
"I suppose it's the same thing about so-called torture. Is it really so easy to determine that smacking someone in the face to determine where he has hidden the bomb that is about to blow up Los Angeles is prohibited in the Constitution?" he asked.
"It would be absurd to say you couldn't do that. And once you acknowledge that, we're into a different game" Scalia said. "How close does the threat have to be? And how severe can the infliction of pain be?"
Scalia, who has long supported capital punishment, also ridiculed European criticism of the death penalty in the United States.
"If you took a public opinion poll, if all of Europe had representative democracies that really worked, most of Europe would probably have the death penalty today," he said.
"There are arguments for it and against it. But to get self-righteous about the thing as Europeans tend to do about the American death penalty is really quite ridiculous," he said.
