I have to say that i am no expert in chemistry - but my wife is.
According to her, oxidation does not need oxygen in order to take place. It doesn't need water either. If chemicals react between them and one absorbes electrons as a result of the reaction, that element is 'oxidised'.
That's my 2 cents.