The BBC quoted a witness who told Reuters news agency that one attack hit the western entrance to Derna and the other two hit Dahr al-Hamar in the south.
No one has claimed responsibility for the raid yet but it comes days after Egypt attacked camps in the area in an operation targeted at militants responsible for the killing of Coptic Christians.
The so-called Islamic State claimed responsibility for that attack in Egypt.
