The nature of the surface films grown during the anodization of InP in an aqueous (NH4)(2)S electrolyte has been investigated. The previously reported cracking of these films is explicitly demonstrated to occur ex situ and not during the electrochemical treatment. The films have been identified as In2S3 and are shown to have a columnar morphology. The measured film thickness varies linearly with the charge density passed, and comparison between experimental measurements and theoretical estimates for the thickness indicates a porosity of 70-80% for the In2S3 film. Film cracking is attributed to shrinkage during drying of the highly porous film and does not necessarily imply stress in the wet as-grown film.