Terriers assistant boss Terry Yorath, a former Leeds player said: "We were looking for this fixture.
"When I heard we'd drawn them I got a tingle in my body which I really enjoyed. I want to go back there and it's fantastic to get them in the cup.
"We get decent away support at Huddersfield and we'll take a large following with us, so we fancy our chances."