The effects of H2o2 (hydrogen peroxide) with oils
Oils will oxidize (and burn, too). With dilute H2O2, it's not a rapid reaction (in laymans terms)... some oils (like linseed) will oxidize more rapidly than others (like mineral oil). 

Essential oils are not really oils... they are more like phenolic and terpenic extracts.