If a woman accused a man of rape, she has to produce the evidences. This is to prevent men from being accused unjustly. The four witnesses are required for establishing the punishment of flogging or stoning.

A non-muslim asked me why do we need four witness to punish a rapist? Considering that the rapist won’t raper her in public and it is very difficult to find 4 witnesses for almost every cases