(CNN) -- Residents in parts of southern Yemen experienced a "human rights catastrophe" when an al-Qaeda affiliate took control of the country's Abyan province for 14 months, according to Amnesty International.

In a new report entitled "Conflict in Yemen: Abyan's Darkest Hour", the rights group catalogs "a raft of gross and...