Belgian police carried out searches at two properties in Brussels over suspicions that a Moroccan gunman who attacked a French high-speed train might have lived there, prosecutors said Tuesday.

"Two searches were conducted" on Monday, the federal prosecutor's office said in a statement. "Both searches took place in Sint-Jans-Molenbeek (in Brussels) and were part of the search for the possible residences of the suspect."