Police said that five CRPF jawans had gone to the market in Chaulduwa area in Lakhimpur town and two of them allegedly raped the woman.
Police visited the spot and arrested one of the CRPF jawans.
The woman was taken to a local hospital and the matter is being investigated, police said.