The officials today said that the exchange of fire took place late yesterday in the al-Wahat al-Bahriya area in Giza governorate, about 135 kilometers from the capital after security services moved in.
The officials say the death toll could increase.
They spoke on condition of anonymity because they were not authorized to speak to the media.
Egypt's Interior Ministry issued a statement on the raid late yesterday but didn't provide a death toll.