An illegal arms factory was busted and three people were arrested after an encounter here, police said on Sunday. Acting on a tip-off regarding the manufacturing of illegal weapons, police on Saturday started a search operation in a jungle area in Dhaurera village, Superintendent of Police (city) Martand Prakash Singh said.