Exploring Machine Learning Privacy/Utility Trade-Off from a Hyperparameters Lens. - Ayoub Arous; Amira Guesmi; Muhammad Abdullah Hanif; Ihsen Alouani; Muhammad Shafique 001 (IJCNN, 2023)

May the Noise be with you: Adversarial Training without Adversarial Examples. - Ayoub Arous; Andrés F. López-Lopera; Nael B. Abu-Ghazaleh; Ihsen Alouani (CoRR, 2023)

DREAMx: A Data-Driven Error Estimation Methodology for Adders Composed of Cascaded Approximate Units. - Muhammad Abdullah Hanif; Ayoub Arous; Muhammad Shafique 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2024)