Fever may be an important factor. IIRC statistically people who had one severe fever in their life, have a lower incidence of cancer.

I think the double edged blade here is not the anti-viral response, but autoimmune reactions, which are excerbrated by tissue destruction and an overall activated immune system.

Cancer needs to gain immune cloaking and a viral infection may present the misbehaving cells by chance.