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Lilas Alrahis
Lilas Alrahis
Postdoctoral Associate, New York University, Abu Dhabi
Verified email at nyu.edu
Title
Cited by
Cited by
Year
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
572021
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
492021
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
472019
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
462019
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
442021
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
362021
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
302022
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
292021
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
232019
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
212021
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
152022
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
132023
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
132022
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
102022
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
92023
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
92022
PoisonedGNN: Backdoor Attack on Graph Neural Networks-based Hardware Security Systems
L Alrahis, S Patnaik, MA Hanif, M Shafique, O Sinanoglu
IEEE Transactions on Computers, 2023
62023
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
52023
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, ...
52012
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
42022
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