ahh you are not alone. I used to work as a nanny, have seen a lot of 2 year old 'attention getting' behaviour.
Have you tried 'time out'? It sometimes doesn't work for a 2yo, but you can try. and a others have said praise good behavior.

Gee 2yo are exhausting hey!