The message, which has not been verified, was posted on Boko Haram's Twitter account and is believed to be by the group's leader, Abubakar Shekau.
Boko Haram began a military campaign to impose Islamic rule in northern Nigeria in 2009.
The conflict has since spread to neighbouring states.
It would be the latest in a series of groups to swear allegiance to IS.
