Whoever voluntarily harbours or conceals, or attempts to harbour or conceal any person knowing that such person is a terrorist shall be punishable with imprisonment for a term which shall not be less than three years but which may extend to imprisonment for life, and shall also be liable to fine:

Provided that this section shall not apply to any case in which the harbour or concealment is by the spouse of the offender.