I have read of "negro dogs" being used to hunt down deserters in SE Texas (surely eslewhere as well), but those must have been bloodhounds.

From "The Long Shadow of the Civil War: Southern Dissent and its Legacies"----

....the informant proudly reported that twenty-four of the men had been captured by forty "reserve corps" who tracked down the deserters with a pack of "negro dogs" .