The Khmer Rouge, a communist regime, took power in Cambodia from April 17, 1975, to January 7, 1979, leading to the systematic persecution and killing of Cambodian citizens under the leadership of Pol Pot, resulting in 1.5-2 million deaths and a shift towards a self-sufficient agrarian socialist society.