From the time of the purchase to the fraudulent transaction detection can past unlimited amount of time. There is a topic here on the forum where seller showed a fraudulent transaction that is detected 3 months after the purchase. In case that you are wondering is there a way to protect yourself from those kind a things here on cgt, the answer is no. It is what it is, there is nothing that can be done in order to stop this.