The athlete recognized as the "fastest woman" in track history is Florence Griffith-Joyner. With her remarkable speed and record-setting performances during the late 1980s, she achieved world records in both the 100 meters and 200 meters that still stand today. Her competitive spirit and impactful style made her an icon in track and field, greatly influencing female athletes in the sport.