Honestly, the biggest reason she's reflexively keeping her identity secret is because she spent so long as a villain... better to keep that shit secret and not have any do-gooders coming at you for revenge.

(there are other reasons but that's the funniest one.)

they should definitely discuss Being A Villain at some point too. it'll be great.