The victim had just stepped off the train in Harrison a little after midnight when he was approached by a man wearing a ski mask and a black leather jacket.
The suspect pointed a gun at him, stole his briefcase and ran off without injuring the victim.
Westchester County, MTA and Harrison police are all investigating.
At this point, no arrests were made and the investigation is ongoing.
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