The observed local correlation between black-hole masses and galaxy bulge masses suggests that nuclear and star formation activity should have been related at some point in the past. Investigating the incidence of AGN among high-redshift galaxies is then crucial to understand whether this idea is actually correct. X-ray data are excellent to reveal the AGN presence, but some highly obscured AGN, or low-luminosity AGN, can be undetected even in typically deep X-ray maps. Searching for a hot-dust component at infarred (IR) wavelengths offers a powerful alternative to investigate the AGN incidence in large galaxy surveys. In this talk I will present a new diagnostic to unveil the presence of AGN in IR galaxies at z>1, down to flux densities at which the extragalactic IR background is mostly resolved. This diagnostic is based on the analysis of the optical/IR spectral energy distributions of 174 Spitzer galaxies selected with S(24microns)> 80 microJy, all with secure spectroscopic redshifts zspec>1, in the Chandra Deep Field South. I will also show an independent analysis of the AGN presence in these sources performed with a combination of ultra-deep X-ray images, host galaxy morphologies, and modelled dust temperatures. As a conclusion, I will argue that my results indicate that between ~30% and ~50% of IR sources contain an AGN at z=1.0-1.5.