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Adversarial Perturbation Attacks on ML-based CAD: A Case Study on CNN-based Lithographic Hotspot Detection.

, , , , , , , and . ACM Trans. Design Autom. Electr. Syst., 25 (5): 48:1-48:31 (2020)

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Recent Advances in Convolutional Neural Network Acceleration., , , , , and . CoRR, (2018)Data Poisoning Attacks in Contextual Bandits., , , and . GameSec, volume 11199 of Lecture Notes in Computer Science, page 186-204. Springer, (2018)Teacher Improves Learning by Selecting a Training Subset., , , , and . AISTATS, volume 84 of Proceedings of Machine Learning Research, page 1366-1375. PMLR, (2018)SRAF Insertion via Supervised Dictionary Learning., , , , , and . IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 39 (10): 2849-2859 (2020)Clock-aware ultrascale FPGA placement with machine learning routability prediction: (Invited paper)., , , , and . ICCAD, page 929-936. IEEE, (2017)Bleeding detection in wireless capsule endoscopy based on MST clustering and SVM., , , , , and . SiPS, page 1-4. IEEE, (2015)DevelSet: Deep Neural Level Set for Instant Mask Optimization., , , , and . CoRR, (2023)Game Redesign in No-regret Game Playing., , and . CoRR, (2021)L2O-ILT: Learning to Optimize Inverse Lithography Techniques., , , , , , , and . IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 43 (3): 944-955 (March 2024)Recent advances in convolutional neural network acceleration., , , , , and . Neurocomputing, (2019)