The purpose of the present work is to investigate the environmental behaviors of spent nuclear fuel (SNF) under deep repository conditions. Over long time periods, oxygen is expected to be introduced into the repository and hydrogen could be generated from an interaction between the iron canister materials and intruding groundwater in future scenarios. The influence of fission product noble metal alloy particles on the stability of the SNF UO2 matrix in a O2 or H2 containing atmosphere were demonstrated by studying the electrochemical and leaching behaviors of UO2 pellets both with and without alloy particle doping. The results show that the doped noble metal alloy particles in UO2 display double faced effects, i.e., can both enhance UO2 oxidative dissolution in an Ar purged, low oxygen containing solution or inhibit the same reaction in the same solution but purged with 4%H2-Ar gas mixture. These conclusions were also verified by the analysis of morphology and composition on the surface of several samples after potentiostatic polarization. The results of this work strongly support the application of a large quantity of iron as the disposal canister inner support material in SNF repository.