Graph Neural Networks for Hardware Vulnerability Analysis -- Can you Trust your GNN?

29 March 2023

Papers citing "Graph Neural Networks for Hardware Vulnerability Analysis -- Can you Trust your GNN?"

3 / 3 papers shown

Title
On the Robustness of Graph Reduction Against GNN Backdoor Yuxuan Zhu Michael Mandulak Kerui Wu George Slota Yuseok Jeon Ka-Ho Chow Lei Yu AAML 25 1 0 02 Jul 2024
MaliGNNoma: GNN-Based Malicious Circuit Classifier for Secure Cloud FPGAs Lilas Alrahis Hassan Nassar Jonas Krautter Dennis R. E. Gnad Lars Bauer Jörg Henkel M. Tahoori 27 2 0 04 Mar 2024
UNTANGLE: Unlocking Routing and Logic Obfuscation Using Graph Neural Networks-based Link Prediction Lilas Alrahis Satwik Patnaik Muhammad Abdullah Hanif Muhammad Shafique Ozgur Sinanoglu AAML 34 24 0 13 Nov 2021