U.S. Secretary of State Hillary Clinton said she takes responsibility for security at the American diplomatic outpost in Benghazi, Libya, where Ambassador Christopher Stevens and three other Americans died in an attack last month.

"I take responsibility," Mrs. Clinton said in a recent interview in her office. "I'm the Secretary of State with 60,000-plus employees around the world. This is like a big family…It's painful, absolutely painful."

On...