Exploring Machine Learning Privacy/Utility trade-off from a hyperparameters Lens

Ayoub Arous, Amira Guesmi, Muhammad Abdullah Hanif +2

Machine Learning (ML) architectures have been applied to several applications that involve sensitive data, where a guarantee of users' data privacy is required. Differentially Priv…