The FCI said that examinations of the b-samples confirmed the presence of the substance CERA.
The 2007 Giro winner Di Luca, 33, faces a four-year ban as it is his second doping offence, and is expected to end his career.
"I will quit cycling if the b-samples are positive as well," Di Luca had said recently.