The argument would by definition be not sound if it contains a false premise.
But that would not make the argument invalid since validity refers to having a form where if all premises are true, then the conclusion must be true whereas soundness refers to having validity and all true premises.
Consider for instance the following:
(1) If an animal is squirrel, then it is cute
(2) a flying squirrel is a squirrel
(3) A flying squirrel is not a squirrel
Therefore, a flying squirrel is cute.
The argument as stated is not sound because the premises are not all true. It is, however, as written valid -- because it is impossible to get all premises true and a false conclusion (because it is impossible for (2) and (3) to be simultaneously true as opposites).
Two points of caution:
But that being said, if the premise is unnecessary to the argument, then it could be excised and produce a valid or sound argument (or an invalid or unsound argument).
Ergo, if we excise (3), then the argument would be sound. A principle of charitable reading would tell us to ignore the extraneous premise.
Second, be careful of claiming that (C) A -> B is false when A is false. (Confusing the falseness of a claim for the falseness of a premise.
Finally, I would probably avoid the word "wrong" as it's potentially confusing especially because we have words like "sound" and "valid" to use instead.