Chances are PS2 online is dead, like it was from the start. I mean all you need to do is plug your ethernet cable in the back of your PS2 which connects to a router (If you have one) and you're online from how I assumed when I tried it like several years ago. Though I'm sure you'll find no one on it. If you do, you're lucky.

is not online........