My hard drives are not detected by the system

I had installed a hard drive on my PS2 in order to play backup games off it and none of the drives are working that I have tried on it, and I have tried two different network/HDD adapters. I am suspecting the connector on the PlayStation 2’s side is damaged, even though the rest works