As of my knowledge cutoff in September 2021, the record for the most personal fouls in basketball is held by Karl Malone. Throughout his NBA career, Malone accumulated a total of 4,524 personal fouls. Malone, a Hall of Fame power forward, was known for his physical style of play and his longevity in the league, resulting in a high number of fouls.