Boko Haram leader Abubakar Shekau in a new video claimed responsibility for the attack on Baga, which killed more than 2,000 people and they say they will still kill more.
Shekau also challenge President Jonathan and other African leaders to come and get him.
The video showed him standing in front of four white pickups, each displaying a mounted machine-gun and a black banner saying in Arabic: "There is no God but Allah and Mohammed is his messenger." Seven masked men, dressed in black and carrying Kalashnikov assault rifles, appeared in the background.
"Here I am, alive. I will only die the day Allah takes my breath," he said in that video.
"Nigeria soldiers are cowards and they keep deceiving Nigerians that they have no wepeons, all that is a lie you have more than enough".
"Nigerians are busy with politics, hailing Buhari! Buhari, Jonathan! Jonathan! Do you think the two of them are spared? Do you think even Buhari is a good Muslim? Buhari is not a Muslim as far as we are concerned - He is nothing but an infidel and our enemy," Shekau said.