Hydrogen peroxide is an important oxidant that is increasingly being employed in selective oxidation reactions over support metal catalysts. We present a density functional theory study of the adsorption of H
2
O
2
to the components of a model Au/TiO
2
system based on Au
10
nanoclusters and the rutile TiO
2
(110) surface. We find that H
2
O
2
decomposes easily to 2OH on the metal nanoparticles while the interaction with surface hydroxyls on TiO
2
(110) gives a low barrier to a surface OOH species. This work suggests that the production of H
2
O
2
takes place at the interface between the particle and oxide and we further show how this interface region is influenced by the hydroxylation of the surface.