The Fatal Attraction actress will play a starring role in the Tony Kaye (American History X, Detachment) directed sexual thriller, according to The Hollywood Reporter.
Stone will play a married woman who has a one-night stand with a student.
Her indiscretion comes back to haunt her when the man begins dating her daughter and stalking the rest of her family.
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Stone recently shot action thriller The Mule and is currently filming Lovelace, the Amanda Lovelace biopic, in which she will feature opposite Amanda Seyfried.
Shooting is expected to start in April on Attachment, which is produced by Panther Films' Brad Epstein (About a Boy, Ghosts of Girlfriends Past) and executive produced by Adam Krentzman and W2 Media.