GNN-RE: Graph Neural Networks for Reverse Engineering of Gate-Level Netlists
Alrahis, Lilas, Sengupta, Abhrajit, Knechtel, Johann, Patnaik, Satwik, Saleh, Hani, Mohammad, Baker, Al-Qutayri, Mahmoud, Sinanoglu, Ozgur
Published in IEEE transactions on computer-aided design of integrated circuits and systems (01.08.2022)
Published in IEEE transactions on computer-aided design of integrated circuits and systems (01.08.2022)
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Journal Article
On the Efficacy and Vulnerabilities of Logic Locking in Tree-Based Machine Learning
de Abreu, Brunno Alves, Paim, Guilherme, Alrahis, Lilas, Flores, Paulo, Sinanoglu, Ozgur, Bampi, Sergio, Amrouch, Hussam
Published in IEEE transactions on circuits and systems. I, Regular papers (01.10.2024)
Published in IEEE transactions on circuits and systems. I, Regular papers (01.10.2024)
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Journal Article
Graph Attention Networks to Identify the Impact of Transistor Degradation on Circuit Reliability
Mohamed, Tarek, van Santen, Victor M., Alrahis, Lilas, Sinanoglu, Ozgur, Amrouch, Hussam
Published in IEEE transactions on circuits and systems. I, Regular papers (01.07.2024)
Published in IEEE transactions on circuits and systems. I, Regular papers (01.07.2024)
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Journal Article
Embracing Graph Neural Networks for Hardware Security
Alrahis, Lilas, Patnaik, Satwik, Shafique, Muhammad, Sinanoglu, Ozgur
Published in 2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (29.10.2022)
Published in 2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (29.10.2022)
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Conference Proceeding
MuxLink: Circumventing Learning-Resilient MUX-Locking Using Graph Neural Network-based Link Prediction
Alrahis, Lilas, Patnaik, Satwik, Shafique, Muhammad, Sinanoglu, Ozgur
Published in 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE) (14.03.2022)
Published in 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE) (14.03.2022)
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Conference Proceeding
HDCircuit: Brain-Inspired HyperDimensional Computing for Circuit Recognition
Genssler, Paul R., Alrahis, Lilas, Sinanoglu, Ozgur, Amrouch, Hussam
Published in 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE) (25.03.2024)
Published in 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE) (25.03.2024)
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Conference Proceeding
GNNUnlock: Graph Neural Networks-based Oracle-less Unlocking Scheme for Provably Secure Logic Locking
Alrahis, Lilas, Patnaik, Satwik, Khalid, Faiq, Hanif, Muhammad Abdullah, Saleh, Hani, Shafique, Muhammad, Sinanoglu, Ozgur
Published in 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.02.2021)
Published in 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE) (01.02.2021)
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Conference Proceeding
GNNUnlock+: A Systematic Methodology for Designing Graph Neural Networks-Based Oracle-Less Unlocking Schemes for Provably Secure Logic Locking
Alrahis, Lilas, Patnaik, Satwik, Hanif, Muhammad Abdullah, Saleh, Hani, Shafique, Muhammad, Sinanoglu, Ozgur
Published in IEEE transactions on emerging topics in computing (01.07.2022)
Published in IEEE transactions on emerging topics in computing (01.07.2022)
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Journal Article
FPGA-Patch: Mitigating Remote Side-Channel Attacks on FPGAs using Dynamic Patch Generation
Ahmadi, Mahya Morid, Alrahis, Lilas, Sinanoglu, Ozgur, Shafique, Muhammad
Published in 2023 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED) (07.08.2023)
Published in 2023 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED) (07.08.2023)
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Conference Proceeding
ScanSAT: Unlocking Static and Dynamic Scan Obfuscation
Alrahis, Lilas, Yasin, Muhammad, Limaye, Nimisha, Saleh, Hani, Mohammad, Baker, Al-Qutayri, Mahmoud, Sinanoglu, Ozgur
Published in IEEE transactions on emerging topics in computing (01.10.2021)
Published in IEEE transactions on emerging topics in computing (01.10.2021)
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Journal Article
UNTANGLE: Unlocking Routing and Logic Obfuscation Using Graph Neural Networks-based Link Prediction
Alrahis, Lilas, Patnaik, Satwik, Hanif, Muhammad Abdullah, Shafique, Muhammad, Sinanoglu, Ozgur
Published in 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (01.11.2021)
Published in 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD) (01.11.2021)
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Conference Proceeding