There can be one fair solution for your problem and that is you should defend yourself, you can argue but that might not help much as the majority of the crowd will be at the woman’s side. So, you can escape from there and report the issue to the nearest police station. You can ask the cops to check the public cameras in that area so that you can be on the safe side and the proof will be against the woman.