Soak in vinegar/water mix and neutralize with baking soda/water mix = rust gone. Then oil it.
If it weren't damascus I'd probably use plain vinegar full strength. That would only take a few minutes judging from the looks of it.
If it weren't damascus I'd probably use plain vinegar full strength. That would only take a few minutes judging from the looks of it.