Received reply from CCP which took a while. If your standings with that NPC is -5.0 or lower they can attack you at will. Joint Harvesting are Amarr and as I have -5.67 standing with them, I am free game.
Patch 2018
The impression I am getting is that CCP want to involve people more in the game who are in high sec.
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