[3] In February 1995, the group launched its first military operations near Lake Albert, which failed and resulted in their retreat to Zaire (present-day the Democratic Republic of Congo).

[1] Museveni denounced the rebels as Islamic fundamentalists, whose sole purpose was to destabilize the Great Lakes Region as "agents of [Sudan's] NIF government".

The self-proclaimed purpose of the UMLA was to topple Museveni's government and stop the alleged mistreatment of Muslims in Buganda by them.

[3] In 1996, the UMLA merged with the Allied Democratic Movement, remnants of the National Army for the Liberation of Uganda (NALU), and militant members of the local Tablighi Jamaat to form the Allied Democratic Forces, allegedly with assistance from the Sudanese government.

[4] Despite not waging a significant insurgency, the group was a primary focus of bitter relations between the Sudanese and Ugandan governments.