I can give you something to work with:
If the player has won a game, he has backstabbed someone.
If the player has been playing for over two months in this site, he has backstabbed someone.
If the player has a lot of 1

, he has backstabbed someone.
If you don't defend you borders with your allies, or effectively DMZ them, the player will backstab you if it is convenient.