Embracing Graph Neural Networks for Hardware Security

Author:

Alrahis Lilas1,Patnaik Satwik2,Shafique Muhammad1,Sinanoglu Ozgur1

Affiliation:

1. New York University Abu Dhabi, UAE

2. Texas A&M University

Publisher

ACM

Reference82 articles.

1. Ramish Zafar . TSMC's Total 3nm Investment Will Equal At Least $ 23 Billion. https://wccftech.com/tsmc-3nm-investment-23--billion-project-end/ , 2021 . [Online; accessed 28-April-2021]. Ramish Zafar. TSMC's Total 3nm Investment Will Equal At Least $ 23 Billion. https://wccftech.com/tsmc-3nm-investment-23--billion-project-end/, 2021. [Online; accessed 28-April-2021].

2. A Primer on Hardware Security: Models, Methods, and Metrics

3. Thomas N. Kipf and Max Welling. Semi-supervised classification with graph convolutional networks . In International Conference on Learning Representations (ICLR) , 2017 . Thomas N. Kipf and Max Welling. Semi-supervised classification with graph convolutional networks. In International Conference on Learning Representations (ICLR), 2017.

4. Will Hamilton , Zhitao Ying , and Jure Leskovec . Inductive representation learning on large graphs . In NIPS , pages 1025 -- 1035 , 2017 . Will Hamilton, Zhitao Ying, and Jure Leskovec. Inductive representation learning on large graphs. In NIPS, pages 1025--1035, 2017.

5. Petar Veličković , Guillem Cucurull , Arantxa Casanova , Adriana Romero , Pietro Lio , and Yoshua Bengio . Graph attention networks . In International Conference on Learning Representations (ICLR) , 2018 . Petar Veličković, Guillem Cucurull, Arantxa Casanova, Adriana Romero, Pietro Lio, and Yoshua Bengio. Graph attention networks. In International Conference on Learning Representations (ICLR), 2018.

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2. UN-SPLIT: Attacking Split Manufacturing Using Link Prediction in Graph Neural Networks;Lecture Notes in Computer Science;2024

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