Can/should Muslims Jihad Muslim terrorists?

It did happen in my country. Some extremists attacked tourists and civilians falsely in the name of Islam and Jihad and they were arrested and got their due penalty. It gets complicated with international laws. For example, if an Egyptian extremist kills innocent people in the US, Egypt has nothing but to condemn this since US has the person and they are subject to the American law. You see?