The trial wasn't fake but much of the evidence was. Near the end of Trial of a Time Lord, it was revealed that Peri was still alive.
There are almost as many what-happened-to-Peri stories as "Liz leaves" and "Mike Yates joins" stories. I gather "Peri and the Piscon Paradox" reconciles all the Peri accounts.