That is still client side, SR.
Corrupted local data would cause problems connecting to the web in general, as far as I understand it, much more than a few problems on one site.
Got big problems if you have been DNS-spoofed, especially if you do any online finances.
My ISP's DNS was causing me similar problems recently with a few specific websites; intermittent communications et al. but fine on most sites.
Still, give it a try - can't really hurt your setup by doing it.