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$PoisonedGNN$: Backdoor Attack on Graph Neural Networks-Based Hardware Security Systems.

L. Alrahis, S. Patnaik, M. Hanif, M. Shafique, and O. Sinanoglu. IEEE Trans. Computers, 72 (10): 2822-2834 (October 2023)

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GNN4REL: Graph Neural Networks for Predicting Circuit Reliability Degradation.L. Alrahis, J. Knechtel, F. Klemme, H. Amrouch, and O. Sinanoglu. CoRR, (2022)MaliGNNoma: GNN-Based Malicious Circuit Classifier for Secure Cloud FPGAs.L. Alrahis, H. Nassar, J. Krautter, D. Gnad, L. Bauer, J. Henkel, and M. Tahoori. CoRR, (2024)IsoLock: Thwarting Link-Prediction Attacks on Routing Obfuscation by Graph Isomorphism.S. Elsharief, L. Alrahis, J. Knechtel, and O. Sinanoglu. IACR Cryptol. ePrint Arch., (2022)Titan: Security Analysis of Large-Scale Hardware Obfuscation Using Graph Neural Networks.L. Mankali, L. Alrahis, S. Patnaik, J. Knechtel, and O. Sinanoglu. IEEE Trans. Inf. Forensics Secur., (2023)GNNUnlock: Graph Neural Networks-based Oracle-less Unlocking Scheme for Provably Secure Logic Locking.L. Alrahis, S. Patnaik, F. Khalid, M. Hanif, H. Saleh, M. Shafique, and O. Sinanoglu. DATE, page 780-785. IEEE, (2021)Application specific design for digital beam-former (DBF).A. Jneibi, M. Abououf, H. Saleh, L. Alrahis, T. Assaf, and T. Stouraitis. ICECS, page 111-115. IEEE, (2017)UN-SPLIT: Attacking Split Manufacturing Using Link Prediction in Graph Neural Networks.L. Alrahis, L. Mankali, S. Patnaik, A. Sengupta, J. Knechtel, and O. Sinanoglu. SPACE, volume 14412 of Lecture Notes in Computer Science, page 197-213. Springer, (2023)Application-specific processor for local-binary-patterns generation.B. Taha, L. Alrahis, T. Assaf, H. Saleh, N. Werghi, and T. Stouraitis. ICECS, page 466-469. IEEE, (2017)GNNUnlock+: A Systematic Methodology for Designing Graph Neural Networks-Based Oracle-Less Unlocking Schemes for Provably Secure Logic Locking.L. Alrahis, S. Patnaik, M. Hanif, H. Saleh, M. Shafique, and O. Sinanoglu. IEEE Trans. Emerg. Top. Comput., 10 (3): 1575-1592 (2022)GNN-RE: Graph Neural Networks for Reverse Engineering of Gate-Level Netlists.L. Alrahis, A. Sengupta, J. Knechtel, S. Patnaik, H. Saleh, B. Mohammad, M. Al-Qutayri, and O. Sinanoglu. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 41 (8): 2435-2448 (2022)

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$PoisonedGNN$: Backdoor Attack on Graph Neural Networks-Based Hardware Security Systems.

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copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML $PoisonedGNN$: Backdoor Attack on Graph Neural Networks-Based Hardware Security Systems.

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$PoisonedGNN$: Backdoor Attack on Graph Neural Networks-Based Hardware Security Systems.