Jet Black and the Ninja Wind

http://lezalowitz.com/books/ya-novels/

Jet Black is the last living female ninja in the world. There’s only one problem–she doesn’t know it. Everyone else does, and they all want to capture her and uncover her secret–a secret she doesn’t even know she has.