synthesis results from RTL implementation (Silvaco’s Open-Cell 15nm). ‣ Baselines: EP [CVPR 2019], CDRP [CVPR 2018], DeepFense [ICCAD 2018] ‣ Dataset: ImageNet, CIFAR-100 ‣ Network: ResNet18, AlexNet, VGG ‣ Attacks: ▹ BIM, CWL2, DeepFool, FGSM, and JSMA, which comprehensively cover all three types of input perturbation measures (L0, L2, and L∞). ▹ Adaptive attacks, which are specifically designed to defeat our detection mechanisms. https://github.com/ptolemy-dl/ptolemy