Towards the end of the war, Anderson volunteered to fight in northern Russia, first against the Germans and then as part of an Allied attempt to overthrow the Bolshevik revolution of 1917. When he returned from his wars, he had earned two Distinguished Service Orders (DSO Bar), a senior honour awarded for exemplary service under enemy fire.