Would attending this pose a security risk to him? Perhaps the event isn't being held in a location conducive to setting up and maintaining adequate security measures.
These trials could provide a convenient cover, shielding him from potential threats of assassination if he were to attend.
How often has Trump been legally prohibited from attending family events?
Probably the later :D