Benito Mussolini during the Second Abyssinian War. The Second Italo-Ethiopian War was a colonial war from 1935 until 1939.

Source

Why Mussolini looks so slim?

Actually the Second Italo-Ethiopian War was from (October) 1935 to (May) 1936, not 1939.