Alina Burroughs explains that FBI Director J. Edgar Hoover was actively monitoring Marilyn Monroe due to his suspicion of her communist ties. This surveillance included her marriage to Arthur Miller and associations in Mexico, leading Hoover to compile an extensive file on her.