The former means to break something in the sense of damaging or destroying it. The damage may or may not be visible to the eye. For example, you could 壊す the computer by spilling coffee inside it.
The latter has a more specific usage and refers to either folding something (such as a sheet of paper) or physically breaking/snapping into two or more pieces. For example, breaking a bone.