Accusations are easy. Proof is quite difficult.
They would have to demonstrate beyond a reasonable doubt that what they claim is true. The defendant doesn't have to disprove the claim.
Were we there? Were we somewhere else? Was it our DNA? Were there witnesses? Is there physical evidence?
The problem is, for centuries, rape convictions were sustained on one v. one testimony. no DNA, etc.