Adversarial Perturbation Attacks on ML-based CAD
Adversarial Perturbation Attacks on ML-based CAD
There is substantial interest in the use of machine learning (ML)-based techniques throughout the electronic computer-aided design (CAD) flow, particularly those based on deep learning. However, while deep learning methods have surpassed state-of-the-art performance in several applications, they have exhibited intrinsic susceptibility to adversarial perturbations—small but deliberate alterations to the …