It would appear that if the master of the house would clear himself of imputation, the loss of the pledged article fell upon its owner.
Related Commentaries of Exodus 22:8
Exodus 22:8
8 If the thief be not found, then the master of the house shall be brought unto the judges, to see whether he have put his hand unto his neighbour's goods.