Vinegar is a common household item that can be used to clean various surfaces. When you are dealing with very dirty sholes, it can be tempting to reach out to the strongest cleaning agent you have. However, vinegar also dries leather.
You can get around this, by cleaning the leather using a mixture of one part vinegar to two parts of linseed oil. This will clean your leather but also keep it soft and conditioned.