OMLA: An Oracle-Less Machine Learning-Based Attack on Logic Locking L Alrahis, S Patnaik, M Shafique, O Sinanoglu IEEE Transactions on Circuits and Systems II: Express Briefs 69 (3), 1602-1606, 2021 | 57 | 2021 |
GNN-RE: Graph Neural Networks for Reverse Engineering of Gate-Level Netlists L Alrahis, A Sengupta, J Knechtel, S Patnaik, H Saleh, B Mohammad, ... IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021 | 48 | 2021 |
ScanSAT: Unlocking static and dynamic scan obfuscation L Alrahis, M Yasin, N Limaye, H Saleh, B Mohammad, M Al-Qutayri, ... IEEE Transactions on Emerging Topics in Computing 9 (4), 1867-1882, 2019 | 48 | 2019 |
ScanSAT: Unlocking obfuscated scan chains L Alrahis, M Yasin, H Saleh, B Mohammad, M Al-Qutayri, O Sinanoglu Proceedings of the 24th Asia and South Pacific Design Automation Conference …, 2019 | 47 | 2019 |
GNNUnlock: Graph neural networks-based oracle-less unlocking scheme for provably secure logic locking L Alrahis, S Patnaik, F Khalid, MA Hanif, H Saleh, M Shafique, ... 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 780-785, 2021 | 45 | 2021 |
UNSAIL: Thwarting Oracle-Less Machine Learning Attacks on Logic Locking L Alrahis, S Patnaik, J Knechtel, H Saleh, B Mohammad, M Al-Qutayri, ... IEEE Transactions on Information Forensics and Security 16, 2508-2523, 2021 | 36 | 2021 |
MuxLink: Circumventing learning-resilient mux-locking using graph neural network-based link prediction L Alrahis, S Patnaik, M Shafique, O Sinanoglu 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 694-699, 2022 | 29 | 2022 |
UNTANGLE: Unlocking routing and logic obfuscation using graph neural networks-based link prediction L Alrahis, S Patnaik, MA Hanif, M Shafique, O Sinanoglu 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2021 | 29 | 2021 |
Functional reverse engineering on SAT-attack resilient logic locking L Alrahis, M Yasin, H Saleh, B Mohammad, M Al-Qutayri 2019 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2019 | 23 | 2019 |
GNNUnlock+: A systematic methodology for designing graph neural networks-based oracle-less unlocking schemes for provably secure logic locking L Alrahis, S Patnaik, MA Hanif, H Saleh, M Shafique, O Sinanoglu IEEE Transactions on Emerging Topics in Computing 10 (3), 1575-1592, 2021 | 22 | 2021 |
GNN4REL: Graph neural networks for predicting circuit reliability degradation L Alrahis, J Knechtel, F Klemme, H Amrouch, O Sinanoglu IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022 | 16 | 2022 |
Graph neural networks: A powerful and versatile tool for advancing design, reliability, and security of ICs L Alrahis, J Knechtel, O Sinanoglu Proceedings of the 28th Asia and South Pacific Design Automation Conference …, 2023 | 14 | 2023 |
Embracing graph neural networks for hardware security L Alrahis, S Patnaik, M Shafique, O Sinanoglu Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided …, 2022 | 13 | 2022 |
AppGNN: Approximation-aware functional reverse engineering using graph neural networks T Bücher, L Alrahis, G Paim, S Bampi, O Sinanoglu, H Amrouch Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided …, 2022 | 10 | 2022 |
Security closure of IC layouts against hardware Trojans F Wang, Q Wang, B Fu, S Jiang, X Zhang, L Alrahis, O Sinanoglu, ... Proceedings of the 2023 International Symposium on Physical Design, 229-237, 2023 | 9 | 2023 |
Titan: Security analysis of large-scale hardware obfuscation using graph neural networks L Mankali, L Alrahis, S Patnaik, J Knechtel, O Sinanoglu IEEE Transactions on Information Forensics and Security 18, 304-318, 2022 | 9 | 2022 |
: Backdoor Attack on Graph Neural Networks-Based Hardware Security Systems L Alrahis, S Patnaik, MA Hanif, M Shafique, O Sinanoglu IEEE Transactions on Computers 72 (10), 2822-2834, 2023 | 7 | 2023 |
TrojanSAINT: Gate-level netlist sampling-based inductive learning for hardware Trojan detection H Lashen, L Alrahis, J Knechtel, O Sinanoglu 2023 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2023 | 6 | 2023 |
GNNUnlock: graph neural networks-based oracle-less unlocking scheme for provably secure logic locking. Accepted at DATE 2021 (2020) L Alrahis, S Patnaik, F Khalid, MA Hanif, H Saleh, M Shafique, ... | 5 | 2012 |
FPGA-Patch: Mitigating remote side-channel attacks on fpgas using dynamic patch generation MM Ahmadi, L Alrahis, O Sinanoglu, M Shafique 2023 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2023 | 4 | 2023 |