With just pocket screws, I wouldn't trust it either, I don't think. If you mortise the bottom (foot of the bed) rail into the two feet, you could attach the side rails with something like this at the head and foot. That would probably last quite a while.
Just some ideas,
Acer
Just some ideas,
Acer