Clean the existing surfaces (including the rubber pads) with isopropyl or mineral spirits first. For glues to work they need to penetrate surface layers and create a bond.
Went to Mitre 10 got advised liquid nails heavy duty. Does say it works with rubber but I'm not sure its the best option. I was expecting something bitumen based, but they only had BlackJack sealer, ...
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