The 19 paintings and drawings, including works by Picasso, Monet and Van Gogh, are worth more than 100m euros (£90m), financial police said.
Tanzi denied owning any secret art collection earlier this week, Italian newspapers reported.
Oh, what a shame! The love of money ---indeed!
