We have used the Maranol field observations with ISOPHOT at 170 mu m to sea
rch for the Cosmic Far-InfraRed Background fluctuations. This field is part
of the FIRBACK project (Puget et al. 1999). For the first time, fluctuatio
ns due to unresolved extra-Galactic sources are isolated. The emission of s
uch sources clearly dominates, at arcminute scales, the background fluctuat
ions in the lowest Galactic emission regions. The study presented here is b
ased on a power spectrum analysis which allow to statistically separate eac
h of the background components. With this analysis, we clearly show that we
detect the CFIRB fluctuations.