LA Police Department said the caller claimed a mother and father had a fight, and the father got a gun from a room in the house, without mentioning that it was Brown's house.
But when police officers arrived, there was no indication of any dispute, reported Aceshowbiz.
Brown's parents later arrived after police searched the home. The 23-year-old artist himself was not at home.
Previously, Kardashians were targeted by a prankster and police sent cars and helicopters to the family's residence in Hidden Hills after they received a call that someone was injured inside the house and armed people were still inside.
Kris Jenner, Bruce Jenner, Kendall Jenner and Kylie Jenner were at home, but the police found nothing alarming.
Prior to Brown and the Kardashians, Miley Cyrus, Simon Cowell, Justin Bieber, Ashton Kutcher and Tom Cruise had been targeted by swat pranksters.