The Interior Ministry says the assailant died and a companion was injured. One of the people wounded was reported in serious condition.
The bombing early today is the first time that a Palestinian has set off a suicide bomb against Hamas forces. Officials say he is believed to be an Islamic State member.
Hamas has long been accused by the government in neighbouring Egypt of aiding the Islamic insurgency in Egypt's restive North Sinai region.
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