The Founding Fathers believed tarriffs were a valid way to give an appropriate edge to domestic busineses.
There's the specter of the Smoot-Hawley tariff which a number of historians feel exacerbated The Great Depression. I haven't read or heard any big name conservative ideologues or pols who are for them. Maybe Ron Paul.