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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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Neil Garg

Siddharth Kaza

Siddharth Nanguneri

Siddharth Hegde

Siddharth Ray

Other publications of authors with the same name

A Feature-Based On-Line Detector to Remove Adversarial-Backdoors by Iterative Demarcation.H. Fu, A. Veldanda, P. Krishnamurthy, S. Garg, and F. Khorrami. IEEE Access, (2022)Bulls-Eye: Active Few-Shot Learning Guided Logic Synthesis.A. Chowdhury, B. Tan, R. Carey, T. Jain, R. Karri, and S. Garg. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 42 (8): 2580-2590 (2023)Training Data Poisoning in ML-CAD: Backdooring DL-Based Lithographic Hotspot Detectors.K. Liu, B. Tan, R. Karri, and S. Garg. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 40 (6): 1244-1257 (2021)On Evaluating Neural Network Backdoor Defenses.A. Veldanda, and S. Garg. CoRR, (2020)Adversarially Robust Learning via Entropic Regularization.G. Jagatap, A. Chowdhury, S. Garg, and C. Hegde. CoRR, (2020)Thundervolt: enabling aggressive voltage underscaling and timing error resilience for energy efficient deep learning accelerators.J. Zhang, K. Rangineni, Z. Ghodsi, and S. Garg. DAC, page 19:1-19:6. ACM, (2018)BandiTS: Dynamic timing speculation using multi-armed bandit based optimization.J. Zhang, and S. Garg. DATE, page 922-925. IEEE, (2017)Low cost permanent fault detection using ultra-reduced instruction set co-processors.S. Ananthanarayanan, S. Garg, and H. Patel. DATE, page 933-938. EDA Consortium San Jose, CA, USA / ACM DL, (2013)Exploiting Process Variability in Voltage/Frequency Control.S. Herbert, S. Garg, and D. Marculescu. IEEE Trans. Very Large Scale Integr. Syst., 20 (8): 1392-1404 (2012)Outsourcing Private Machine Learning via Lightweight Secure Arithmetic Computation.S. Garg, Z. Ghodsi, C. Hazay, Y. Ishai, A. Marcedone, and M. Venkitasubramaniam. CoRR, (2018)

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Disambiguation of "Garg, Siddharth"

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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

Neil Garg

Siddharth Kaza

Siddharth Nanguneri

Siddharth Hegde

Siddharth Ray

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Garg, Siddharth"

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

Neil Garg

Siddharth Kaza

Siddharth Nanguneri

Siddharth Hegde

Siddharth Ray

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
Harvard
MSOffice XML

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