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

Kang Liu 0017, Haoyu Yang, Yuzhe Ma, Benjamin Tan, Bei Yu 0001, Evangeline F. Y. Young, Ramesh Karri, Siddharth Garg. Adversarial Perturbation Attacks on ML-based CAD: A Case Study on CNN-based Lithographic Hotspot Detection. ACM Trans. Design Autom. Electr. Syst., 25(5), 2020. [doi]

Abstract

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