There is no increased or decreased acidity. A pure water solution is completely neutral, by definition of "neutral" (I believe). This means that [H+]=[OH-]. (Call [H+] by [H3O+] if you want)
pH=-log
10([H+])
This is the true definition of pH. Not that pH=7 or anything else which is relatively arbitrary.
It so happens that water has an ionic concentration of H+ of very close to 10
-7 mol/dm3, at temperatures of 298.15 K, as governed by the auto-ionization constant of water, Kw. Now as you should know, equilibrium constants change with temperature. So if you change the temperature, Kw will be different. [H+] for pure water = Kw^(1/2) by definition of [H+]=[OH-] which is our tenet for saying water is truly neutral (if you don't understand any of this about Kw, look up the Kw expression). Thus pH=-log
10(Kw^(1/2)), and as we've noted Kw is temperature-dependent. So it should be obvious why pH, too, is temperature dependent.
So the acidity is not increasing. If you want to talk about acidity, you might go for [H
+]/[OH
-] ratio but I'm just thinking on the spot here. But the argument certainly works for pure water, which would be neutral as [H+]=[OH-], thus the ratio is 1 regardless of temperature, thus water is not acidic. Or basic. It's just neutral.
Hope this helps