Called and said a hold on Visa card.   Not a valid number from Visa or financial institution

I called Visa on the back of my card AND my bank.  BOTH indicate, they have NOT called me!  Visa said this is a scam & to report it to the Police for further action.  DON'T give them ANY information!!!