Three bombs exploded, targeting a petrol station, a police station and the home of parliamentary speaker Agila Salah, a security source told media.
Mr Salah said the attack appeared to be retaliation for recent Egyptian air strikes on ISIS militants.
Egypt struck after the group killed 21 Egyptian Christians it had abducted.
Mr Salah announced seven days of mourning for the bomb victims.