But the transactions got through to the recipient BTC address so the attack then must have been unsuccessful or am I missing something? Was I being attacked somehow, my BTC wallet or where does this kind of attack come from?
No, they cant change any information about where the coins go, because they dont have the private key(s). Its just an annoying kind of attack, not a critical your coins get stolen kind.
Not sure what the long term implications are honestly. I just found it annoying so I removed it. If you want, let it be for now and check back here if you need it removed at a later date.