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

K. Liu, H. Yang, Y. Ma, B. Tan, B. Yu, E. Young, R. Karri, and S. Garg. ACM Trans. Design Autom. Electr. Syst., 25 (5): 48:1-48:31 (2020)

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Yang Yang

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Layout Hotspot Detection With Feature Tensor Generation and Deep Biased Learning.H. Yang, J. Su, Y. Zou, Y. Ma, B. Yu, and E. Young. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 38 (6): 1175-1187 (2019)Detecting multi-layer layout hotspots with adaptive squish patterns.H. Yang, P. Pathak, F. Gennari, Y. Lai, and B. Yu. ASP-DAC, page 299-304. ACM, (2019)SRAF insertion via supervised dictionary learning.H. Geng, H. Yang, Y. Ma, J. Mitra, and B. Yu. ASP-DAC, page 406-411. ACM, (2019)VLSI mask optimization: From shallow to deep learning.H. Yang, W. Zhong, Y. Ma, H. Geng, R. Chen, W. Chen, and B. Yu. Integr., (2021)Interpretable fuzzy clustering using unsupervised fuzzy decision trees.L. Jiao, H. Yang, Z. ga Liu, and Q. Pan. Inf. Sci., (2022)DTEC: Decision tree-based evidential clustering for interpretable partition of uncertain data.L. Jiao, H. Yang, F. Wang, Z. ga Liu, and Q. Pan. Pattern Recognit., (December 2023)Adversarial Perturbation Attacks on ML-based CAD: A Case Study on CNN-based Lithographic Hotspot Detection.K. Liu, H. Yang, Y. Ma, B. Tan, B. Yu, E. Young, R. Karri, and S. Garg. ACM Trans. Design Autom. Electr. Syst., 25 (5): 48:1-48:31 (2020)Machine Learning for Electronic Design Automation: A Survey.G. Huang, J. Hu, Y. He, J. Liu, M. Ma, Z. Shen, J. Wu, Y. Xu, H. Zhang, K. Zhong and 6 other author(s). CoRR, (2021)Optimizing Predictive AI in Physical Design Flows with Mini Pixel Batch Gradient Descent.H. Yang, A. Agnesina, and H. Ren. CoRR, (2024)Are Adversarial Perturbations a Showstopper for ML-Based CAD? A Case Study on CNN-Based Lithographic Hotspot Detection.K. Liu, H. Yang, Y. Ma, B. Tan, B. Yu, E. Young, R. Karri, and S. Garg. CoRR, (2019)

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Disambiguation of "Yang, Haoyu"

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

Please choose a person to relate this publication to

Yang Yang

Yang Yang

Yang Yang

Yang Yang

Yang Yang

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Yang, Haoyu"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Adversarial Perturbation Attacks on ML-based CAD: A Case Study on CNN-based Lithographic Hotspot Detection.

Please choose a person to relate this publication to

Yang Yang

Yang Yang

Yang Yang

Yang Yang

Yang Yang

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
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URL
DOI
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APA
Chicago
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Adversarial Perturbation Attacks on ML-based CAD: A Case Study on CNN-based Lithographic Hotspot Detection.