Lilas Alrahis

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 56

Top Topics

Security Systems

Reverse Engineer

Provably Secure

Top Venues

Publications

Lilas Alrahis, Hassan Nassar, Jonas Krautter, Dennis Gnad, Lars Bauer, Jörg Henkel, Mehdi B. Tahoori
MaliGNNoma: GNN-Based Malicious Circuit Classifier for Secure Cloud FPGAs. HOST (2024)
Zeng Wang, Lilas Alrahis, Likhitha Mankali, Johann Knechtel, Ozgur Sinanoglu
LLMs and the Future of Chip Design: Unveiling Security Risks and Building Trust. CoRR (2024)
Tarek Mohamed, Victor M. van Santen, Lilas Alrahis, Ozgur Sinanoglu, Hussam Amrouch
Graph Attention Networks to Identify the Impact of Transistor Degradation on Circuit Reliability. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (7) (2024)
Paul R. Genssler, Lilas Alrahis, Ozgur Sinanoglu, Hussam Amrouch
HDCircuit: Brain-Inspired HyperDimensional Computing for Circuit Recognition. DATE (2024)
Zhengyao Gu, Diego Troy Lopez, Lilas Alrahis, Ozgur Sinanoglu
Always be Pre-Training: Representation Learning for Network Intrusion Detection with GNNs. CoRR (2024)
Mahya Morid Ahmadi, Lilas Alrahis, Ozgur Sinanoglu, Muhammad Shafique
Camo-DNN: Layer Camouflaging to Protect DNNs against Timing Side-Channel Attacks. IOLTS (2024)
Fangzhou Wang, Qijing Wang, Lilas Alrahis, Bangqi Fu, Shui Jiang, Xiaopeng Zhang, Ozgur Sinanoglu, Tsung-Yi Ho, Evangeline F. Y. Young, Johann Knechtel
TroLLoc: Logic Locking and Layout Hardening for IC Security Closure against Hardware Trojans. CoRR (2024)
Zhengyao Gu, Diego Troy Lopez, Lilas Alrahis, Ozgur Sinanoglu
Always be Pre-Training: Representation Learning for Network Intrusion Detection with GNNs. ISQED (2024)
Lilas Alrahis, Hassan Nassar, Jonas Krautter, Dennis Gnad, Lars Bauer, Jörg Henkel, Mehdi B. Tahoori
MaliGNNoma: GNN-Based Malicious Circuit Classifier for Secure Cloud FPGAs. CoRR (2024)
Mahya Morid Ahmadi, Lilas Alrahis, Ozgur Sinanoglu, Muhammad Shafique
ShapeShifter: Protecting FPGAs from Side-Channel Attacks with Isofunctional Heterogeneous Modules. IOLTS (2023)
Lilas Alrahis, Ozgur Sinanoglu
Graph Neural Networks for Hardware Vulnerability Analysis - Can you Trust your GNN? CoRR (2023)
Lilas Alrahis, Likhitha Mankali, Satwik Patnaik, Abhrajit Sengupta, Johann Knechtel, Ozgur Sinanoglu
UN-SPLIT: Attacking Split Manufacturing Using Link Prediction in Graph Neural Networks. SPACE (2023)
Animesh Basak Chowdhury, Lilas Alrahis, Luca Collini, Johann Knechtel, Ramesh Karri, Siddharth Garg, Ozgur Sinanoglu, Benjamin Tan
ALMOST: Adversarial Learning to Mitigate Oracle-less ML Attacks via Synthesis Tuning. DAC (2023)
Lilas Alrahis, Johann Knechtel, Ozgur Sinanoglu
Graph Neural Networks: A Powerful and Versatile Tool for Advancing Design, Reliability, and Security of ICs. ASP-DAC (2023)
Lilas Alrahis, Ozgur Sinanoglu
Graph Neural Networks for Hardware Vulnerability Analysis - Can you Trust your GNN? VTS (2023)
Likhitha Mankali, Lilas Alrahis, Satwik Patnaik, Johann Knechtel, Ozgur Sinanoglu
Titan: Security Analysis of Large-Scale Hardware Obfuscation Using Graph Neural Networks. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Zeng Wang, Lilas Alrahis, Dominik Sisejkovic, Ozgur Sinanoglu
AutoLock: Automatic Design of Logic Locking with Evolutionary Computation. CoRR (2023)
Hazem Lashen, Lilas Alrahis, Johann Knechtel, Ozgur Sinanoglu
TrojanSAINT: Gate-Level Netlist Sampling-Based Inductive Learning for Hardware Trojan Detection. CoRR (2023)
Fangzhou Wang, Qijing Wang, Bangqi Fu, Shui Jiang, Xiaopeng Zhang, Lilas Alrahis, Ozgur Sinanoglu, Johann Knechtel, Tsung-Yi Ho, Evangeline F. Y. Young
Security Closure of IC Layouts Against Hardware Trojans. ISPD (2023)
Mahya Morid Ahmadi, Lilas Alrahis, Ozgur Sinanoglu, Muhammad Shafique
FPGA-Patch: Mitigating Remote Side-Channel Attacks on FPGAs using Dynamic Patch Generation. ISLPED (2023)
Animesh Basak Chowdhury, Lilas Alrahis, Luca Collini, Johann Knechtel, Ramesh Karri, Siddharth Garg, Ozgur Sinanoglu, Benjamin Tan
ALMOST: Adversarial Learning to Mitigate Oracle-less ML Attacks via Synthesis Tuning. CoRR (2023)
Lilas Alrahis, Satwik Patnaik, Muhammad Abdullah Hanif, Muhammad Shafique, Ozgur Sinanoglu
$\tt{PoisonedGNN}$: Backdoor Attack on Graph Neural Networks-Based Hardware Security Systems. IEEE Trans. Computers 72 (10) (2023)
Lilas Alrahis, Satwik Patnaik, Muhammad Abdullah Hanif, Muhammad Shafique, Ozgur Sinanoglu
PoisonedGNN: Backdoor Attack on Graph Neural Networks-based Hardware Security Systems. CoRR (2023)
Zeng Wang, Lilas Alrahis, Dominik Sisejkovic, Ozgur Sinanoglu
AutoLock: Automatic Design of Logic Locking with Evolutionary Computation. DSN-S (2023)
Mahya Morid Ahmadi, Lilas Alrahis, Ozgur Sinanoglu, Muhammad Shafique
DNN-Alias: Deep Neural Network Protection Against Side-Channel Attacks via Layer Balancing. CoRR (2023)
Hazem Lashen, Lilas Alrahis, Johann Knechtel, Ozgur Sinanoglu
TrojanSAINT: Gate-Level Netlist Sampling-Based Inductive Learning for Hardware Trojan Detection. ISCAS (2023)
Mahya Morid Ahmadi, Lilas Alrahis, Ozgur Sinanoglu, Muhammad Shafique
FPGA-Patch: Mitigating Remote Side-Channel Attacks on FPGAs using Dynamic Patch Generation. CoRR (2023)
Fangzhou Wang, Qijing Wang, Bangqi Fu, Shui Jiang, Xiaopeng Zhang, Lilas Alrahis, Ozgur Sinanoglu, Johann Knechtel, Tsung-Yi Ho, Evangeline F. Y. Young
Security Closure of IC Layouts Against Hardware Trojans. CoRR (2022)
Lilas Alrahis, Johann Knechtel, Florian Klemme, Hussam Amrouch, Ozgur Sinanoglu
GNN4REL: Graph Neural Networks for Predicting Circuit Reliability Degradation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Lilas Alrahis, Johann Knechtel, Ozgur Sinanoglu
Graph Neural Networks: A Powerful and Versatile Tool for Advancing Design, Reliability, and Security of ICs. CoRR (2022)
Shaza Elsharief, Lilas Alrahis, Johann Knechtel, Ozgur Sinanoglu
IsoLock: Thwarting Link-Prediction Attacks on Routing Obfuscation by Graph Isomorphism. IACR Cryptol. ePrint Arch. 2022 (2022)
Lilas Alrahis, Satwik Patnaik, Muhammad Shafique, Ozgur Sinanoglu
Embracing Graph Neural Networks for Hardware Security (Invited Paper). CoRR (2022)
Lilas Alrahis, Satwik Patnaik, Muhammad Shafique, Ozgur Sinanoglu
OMLA: An Oracle-Less Machine Learning-Based Attack on Logic Locking. IEEE Trans. Circuits Syst. II Express Briefs 69 (3) (2022)
Lilas Alrahis, Satwik Patnaik, Muhammad Shafique, Ozgur Sinanoglu
Embracing Graph Neural Networks for Hardware Security. ICCAD (2022)
Lilas Alrahis, Abhrajit Sengupta, Johann Knechtel, Satwik Patnaik, Hani H. Saleh, Baker Mohammad, Mahmoud Al-Qutayri, Ozgur Sinanoglu
GNN-RE: Graph Neural Networks for Reverse Engineering of Gate-Level Netlists. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (8) (2022)
Lilas Alrahis, Satwik Patnaik, Muhammad Abdullah Hanif, Hani H. Saleh, Muhammad Shafique, Ozgur Sinanoglu
GNNUnlock+: A Systematic Methodology for Designing Graph Neural Networks-Based Oracle-Less Unlocking Schemes for Provably Secure Logic Locking. IEEE Trans. Emerg. Top. Comput. 10 (3) (2022)
Mahya Morid Ahmadi, Lilas Alrahis, Alessio Colucci, Ozgur Sinanoglu, Muhammad Shafique
NeuroUnlock: Unlocking the Architecture of Obfuscated Deep Neural Networks. IJCNN (2022)
Lilas Alrahis, Johann Knechtel, Florian Klemme, Hussam Amrouch, Ozgur Sinanoglu
GNN4REL: Graph Neural Networks for Predicting Circuit Reliability Degradation. CoRR (2022)
Lilas Alrahis, Satwik Patnaik, Muhammad Shafique, Ozgur Sinanoglu
MuxLink: Circumventing Learning-Resilient MUX-Locking Using Graph Neural Network-based Link Prediction. DATE (2022)
Tim Bücher, Lilas Alrahis, Guilherme Paim, Sergio Bampi, Ozgur Sinanoglu, Hussam Amrouch
AppGNN: Approximation-Aware Functional Reverse Engineering using Graph Neural Networks. CoRR (2022)
Tim Bücher, Lilas Alrahis, Guilherme Paim, Sergio Bampi, Ozgur Sinanoglu, Hussam Amrouch
AppGNN: Approximation-Aware Functional Reverse Engineering Using Graph Neural Networks. ICCAD (2022)
Mahya Morid Ahmadi, Lilas Alrahis, Alessio Colucci, Ozgur Sinanoglu, Muhammad Shafique
NeuroUnlock: Unlocking the Architecture of Obfuscated Deep Neural Networks. CoRR (2022)
Lilas Alrahis, Satwik Patnaik, Muhammad Shafique, Ozgur Sinanoglu
MuxLink: Circumventing Learning-Resilient MUX-Locking Using Graph Neural Network-based Link Prediction. CoRR (2021)
Lilas Alrahis, Satwik Patnaik, Muhammad Abdullah Hanif, Muhammad Shafique, Ozgur Sinanoglu
UNTANGLE: Unlocking Routing and Logic Obfuscation Using Graph Neural Networks-based Link Prediction. CoRR (2021)
Lilas Alrahis, Muhammad Yasin, Nimisha Limaye, Hani H. Saleh, Baker Mohammad, Mahmoud Al-Qutayri, Ozgur Sinanoglu
ScanSAT: Unlocking Static and Dynamic Scan Obfuscation. IEEE Trans. Emerg. Top. Comput. 9 (4) (2021)
Lilas Alrahis, Satwik Patnaik, Johann Knechtel, Hani H. Saleh, Baker Mohammad, Mahmoud Al-Qutayri, Ozgur Sinanoglu
UNSAIL: Thwarting Oracle-Less Machine Learning Attacks on Logic Locking. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Lilas Alrahis, Satwik Patnaik, Muhammad Abdullah Hanif, Muhammad Shafique, Ozgur Sinanoglu
UNTANGLE: Unlocking Routing and Logic Obfuscation Using Graph Neural Networks-based Link Prediction. ICCAD (2021)
Lilas Alrahis, Satwik Patnaik, Faiq Khalid, Muhammad Abdullah Hanif, Hani H. Saleh, Muhammad Shafique, Ozgur Sinanoglu
GNNUnlock: Graph Neural Networks-based Oracle-less Unlocking Scheme for Provably Secure Logic Locking. DATE (2021)
Lilas Alrahis, Satwik Patnaik, Faiq Khalid, Muhammad Abdullah Hanif, Hani H. Saleh, Muhammad Shafique, Ozgur Sinanoglu
GNNUnlock: Graph Neural Networks-based Oracle-less Unlocking Scheme for Provably Secure Logic Locking. CoRR (2020)
Lilas Alrahis, Satwik Patnaik, Johann Knechtel, Hani H. Saleh, Baker Mohammad, Mahmoud Al-Qutayri, Ozgur Sinanoglu
UNSAIL: Thwarting Oracle-Less Machine Learning Attacks on Logic Locking. CoRR (2020)
Lilas Alrahis, Muhammad Yasin, Nimisha Limaye, Hani H. Saleh, Baker Mohammad, Mahmoud Al-Qutayri, Ozgur Sinanoglu
ScanSAT: Unlocking Static and Dynamic Scan Obfuscation. CoRR (2019)
Lilas Alrahis, Muhammad Yasin, Hani H. Saleh, Baker Mohammad, Mahmoud Al-Qutayri, Ozgur Sinanoglu
ScanSAT: unlocking obfuscated scan chains. ASP-DAC (2019)
Lilas Alrahis, Muhammad Yasin, Hani H. Saleh, Baker Mohammad, Mahmoud Al-Qutayri, Ozgur Sinanoglu
ScanSAT: Unlocking Obfuscated Scan Chains. IACR Cryptol. ePrint Arch. 2019 (2019)
Lilas Alrahis, Muhammad Yasin, Hani H. Saleh, Baker Mohammad, Mahmoud Al-Qutayri
Functional Reverse Engineering on SAT-Attack Resilient Logic Locking. ISCAS (2019)
Ahood Al Jneibi, Menatalla Abououf, Hani H. Saleh, Lilas Alrahis, Tasneem Assaf, Thanos Stouraitis
Application specific design for digital beam-former (DBF). ICECS (2017)
Bilal Taha, Lilas Alrahis, Tasneem Assaf, Hani H. Saleh, Naoufel Werghi, Thanos Stouraitis
Application-specific processor for local-binary-patterns generation. ICECS (2017)