Thing is, share dilution is not much different from giving an employee or vendor a huge pile of money in exchange for labor that turns out not to generate much revenue. It is bad for business (and will be reflected in a share value drop), but how can you prove it is fraud?
Yes, it's called The Law of Supply and Demand. Once they increase the supply of the stocks too much, the demand will go down and they'll have to go back to having 3 summer homes instead of 4, and 2 private jets instead of 3.