Is there any framework to handle authentication and authorization in Java?

Yes, Apache Shiro™ is the solution if you are looking for an independent framework, i.e. it has no dependency over the application framework. You can use it on any web or desktop application. Some server-side frameworks like Web Firm Framework highly recommend it, you can read it here.