| 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 | 71 | 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 | 63 | 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 | 52 | 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 | 50 | 2021 |
| 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 | 49 | 2019 |
| 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 | 45 | 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 | 35 | 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 | 32 | 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 | 25 | 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 | 23 | 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 | 22 | 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 | 18 | 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 | 15 | 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 | 13 | 2023 |
| : 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 | 12 | 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 | 12 | 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 | 12 | 2022 |
| 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 | 10 | 2023 |
| Neurounlock: Unlocking the architecture of obfuscated deep neural networks MM Ahmadi, L Alrahis, A Colucci, O Sinanoglu, M Shafique 2022 International Joint Conference on Neural Networks (IJCNN), 01-10, 2022 | 9 | 2022 |
| 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, ... | 8 | 2012 |
Ozgur SinanogluProfessor of Electrical and Computer Engineering, New York University Abu DhabiVerified email at nyu.edu
