Blocked players can still join my party

Yesterday a player followed me after a game to harass me. I blocked their EA id (as well as their PSN id), which quieted down the incessant chat messages, but even after leaving the party repeatedly, they would rejoin me, simply to follow me into games. This seems like a big oversight, obviously.