You sound like supposing the singularity will look like many science-fiction films or books. This is highly speculative. Chances are that a super human intelligence will rather completly ignore mankind if humans don't try actively to oppose its goals. 
Nonetheless, no shotgun will help in such an hypothetical scenario of aggressive robots against an isolated individual.
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