The Canadian Conservation Institute points out that surfaces and patina can be damaged even by slight abrasion or chemical cleaning. Patina should not be removed. 2
With iron, careless cleaning can do a great deal of damage. Heavily corroded pieces belong with specialists in metal conservation. 3
What has once been removed cannot be brought back. That is why the rule for daggers is: do not clean, do not polish, do not oil.