stanislasdz,
Is it related to intergranular corrosion ?
As redpicker pointed out C will react with Cr, which will result in sensitization at the grain boundaries.
Is it related to retained austenite ?
As metengr said carbon has a strong inverse effect on the Ms temperature; as the carbon content increases the Ms temperature decreases. This will lead to an increase in the amount of retained austenite. Carbon tends to get "squeezed" when the material goes through the Bain Path, and the necessary FCC to BCC driving force is raised.
Is it related to Impact Charpy Toughness ?
In addition, interstitial impurities like carbon cause the martensite to develop a BCT (a domain structure with three variants) structure rather than the Fe-Ni BCC (single variant) structure. Due to the asymmetry of the BCT structure dislocations spanning several domains tend to get locked up, which results in a additional hardening mechanism. The same effect is seen ordered FCT transition metal alloys (CuAu & PtNi). If you added that effect with the solid solution effect of C, and the PH effect from Cu you would get a material with very little ductility, which would have a negative effect on the Charpy impact energy.
MH