Also check out https://threema.ch/en/ - it has the same functionality as WhatsApp (except of group chat), but secure/encrypted and is available for Android and iOS.

They're using the NaCl library for cryptography and proper encryption of messages before leaving the phone can be validated here: http://threema.ch/validation/

(I'm not affiliated with Threema, just a regular user who likes the product)