However, "misleading" is not a noun, but a present participle of the verb "to mislead". It functions as an adjective in this context.
If you're looking for a noun form of "misleading", you could use:
* Mislead (verb, but can function as a noun in certain contexts)
* Misdirection (noun)
* Deception (noun)
* Misinformation (noun)