Burden of proof goes the other way here. This is why (one of the reasons) bogus DMCA complaints are never prosecuted. You need to prove that they believed you hadn't read the complaint and knowingly went after you anyway. We only persecute people for using the legal system maliciously, not accidentally incorrectly.