Andy,
With plastic soft spikes or metal spikes coming in contact with the wet, hump back surface, you may need more than a covering application of anti-slip material.
The black rubber tire quilt strips are highly effective anti-slip devices with plastic cleats and metal spikes.
Good Luck and let us know the final selection and ongoing results.