OMLA : An Oracle-Less Machine Learning-Based Attack on Logic LockingL Alrahis, S Patnaik, M Shafique, O Sinanoglu
IEEE Transactions on Circuits and Systems II: Express Briefs 69 (3), 1602-1606, 2021
78 2021 GNN-RE : Graph Neural Networks for Reverse Engineering of Gate-Level NetlistsL Alrahis, A Sengupta, J Knechtel, S Patnaik, H Saleh, B Mohammad, ...
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2021
66 2021 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
56 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
54 2019 UNSAIL : Thwarting Oracle-Less Machine Learning Attacks on Logic LockingL Alrahis, S Patnaik, J Knechtel, H Saleh, B Mohammad, M Al-Qutayri, ...
IEEE Transactions on Information Forensics and Security 16, 2508-2523, 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 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
36 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
33 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
26 2019 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
23 2022 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 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
21 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
18 2022 L Alrahis, S Patnaik, MA Hanif, M Shafique, O Sinanoglu
IEEE Transactions on Computers 72 (10), 2822-2834, 2023
17 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
14 2023 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
14 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
14 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
13 2022 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 Llms and the future of chip design: Unveiling security risks and building trust Z Wang, L Alrahis, L Mankali, J Knechtel, O Sinanoglu
2024 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 385-390, 2024
8 2024 
Ozgur SinanogluProfessor of Electrical and Computer Engineering, New York University Abu DhabiVahvistettu sähköpostiosoite verkkotunnuksessa nyu.edu
