Concentrated sulphuric acid is a strong oxidizing agent which produces the sulphur dioxide gas instead of hydrogen.
So, we can not use concentrated sulphuric acid in place of dilute sulphuric acid for the preparation of hydrogen.
That is,
Zn+2H2SO4⟶ZnSO4+SO2+2H2O