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Mohammad Abdullah Al Faruque

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affiliation: University of California, Irvine, CA, USA
affiliation (former): Siemens Corporate Research
affiliation (former): Curtin University, Perth, Australia
affiliation (PhD 2009): Karlsruhe Institute of Technology, Department of Computer Science

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2023
[j55]
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Anomadarshi Barua, Mohammad Abdullah Al Faruque:
Hardware/Software Co-Design for Sensor Security. Computer 56(5): 122-125 (2023)
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Mohanad Odema, Luke Chen, Marco Levorato, Mohammad Abdullah Al Faruque:
Testudo: Collaborative Intelligence for Latency-Critical Autonomous Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(6): 1770-1783 (2023)
[c94]
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Mohanad Odema, James Ferlez, Goli Vaisi, Yasser Shoukry, Mohammad Abdullah Al Faruque:
EnergyShield: Provably-Safe Offloading of Neural Network Controllers for Energy Efficiency. ICCPS 2023: 187-198
[i36]
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  - journals/corr/abs-2301-02723
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Shih-Yuan Yu, Yonatan Gizachew Achamyeleh, Chonghan Wang, Anton Kocheturov, Patrick Eisen, Mohammad Abdullah Al Faruque:
CFG2VEC: Hierarchical Graph Neural Network for Cross-Architectural Software Reverse Engineering. CoRR abs/2301.02723 (2023)
[i35]
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  - journals/corr/abs-2302-06572
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Mohanad Odema, James Ferlez, Goli Vaisi, Yasser Shoukry, Mohammad Abdullah Al Faruque:
EnergyShield: Provably-Safe Offloading of Neural Network Controllers for Energy Efficiency. CoRR abs/2302.06572 (2023)
[i34]
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  - journals/corr/abs-2302-12493
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Mohanad Odema, James Ferlez, Yasser Shoukry, Mohammad Abdullah Al Faruque:
SEO: Safety-Aware Energy Optimization Framework for Multi-Sensor Neural Controllers at the Edge. CoRR abs/2302.12493 (2023)
[i33]
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  - journals/corr/abs-2302-12926
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Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Smaïl Niar, Mohammad Abdullah Al Faruque:
Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs. CoRR abs/2302.12926 (2023)
[i32]
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  - journals/corr/abs-2303-04292
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Mojtaba Taherisadr, Mohammad Abdullah Al Faruque, Salma Elmalaki:
ERUDITE: Human-in-the-Loop IoT for an Adaptive Personalized Learning System. CoRR abs/2303.04292 (2023)
[i31]
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  - journals/corr/abs-2304-08600
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Arnav Vaibhav Malawade, Shih-Yuan Yu, Junyao Wang, Mohammad Abdullah Al Faruque:
RS2G: Data-Driven Scene-Graph Extraction and Embedding for Robust Autonomous Perception and Scenario Understanding. CoRR abs/2304.08600 (2023)
2022
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Nafiul Rashid, Berken Utku Demirel, Mohanad Odema, Mohammad Abdullah Al Faruque:
Template Matching Based Early Exit CNN for Energy-efficient Myocardial Infarction Detection on Low-power Wearable Devices. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6(2): 68:1-68:22 (2022)
[j52]
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Arnav Vaibhav Malawade, Shih-Yuan Yu, Brandon Hsu, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque:
Spatiotemporal Scene-Graph Embedding for Autonomous Vehicle Collision Prediction. IEEE Internet Things J. 9(12): 9379-9388 (2022)
[j51]
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Berken Utku Demirel, Islam Abdelsalam Bayoumy, Mohammad Abdullah Al Faruque:
Energy-Efficient Real-Time Heart Monitoring on Edge-Fog-Cloud Internet of Medical Things. IEEE Internet Things J. 9(14): 12472-12481 (2022)
[j50]
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Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque:
AHAR: Adaptive CNN for Energy-Efficient Human Activity Recognition in Low-Power Edge Devices. IEEE Internet Things J. 9(15): 13041-13051 (2022)
[j49]
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Arnav Vaibhav Malawade, Shih-Yuan Yu, Brandon Hsu, Harsimrat Kaeley, Anurag Karra, Mohammad Abdullah Al Faruque:
roadscene2vec: A tool for extracting and embedding road scene-graphs. Knowl. Based Syst. 242: 108245 (2022)
[j48]
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Anomadarshi Barua, Mohammad Abdullah Al Faruque:
PreMSat: Preventing Magnetic Saturation Attack on Hall Sensors. IACR Trans. Cryptogr. Hardw. Embed. Syst. 2022(4): 438-462 (2022)
[j47]
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Mohammad Abdullah Al Faruque, Meeko Mitsuko Oishi:
Introduction to the Special Section on Selected Papers from ICCPS 2021. ACM Trans. Cyber Phys. Syst. 6(4): 29e:1-29e:3 (2022)
[j46]
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Anomadarshi Barua, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque:
Hierarchical Temporal Memory-Based One-Pass Learning for Real-Time Anomaly Detection and Simultaneous Data Prediction in Smart Grids. IEEE Trans. Dependable Secur. Comput. 19(3): 1770-1782 (2022)
[j45]
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Trier Mortlock, Deepan Muthirayan, Shih-Yuan Yu, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque:
Graph Learning for Cognitive Digital Twins in Manufacturing Systems. IEEE Trans. Emerg. Top. Comput. 10(1): 34-45 (2022)
[j44]
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Shih-Yuan Yu, Arnav Vaibhav Malawade, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque:
Scene-Graph Augmented Data-Driven Risk Assessment of Autonomous Vehicle Decisions. IEEE Trans. Intell. Transp. Syst. 23(7): 7941-7951 (2022)
[j43]
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Anthony Bahadir Lopez, Wen-Long Jin, Mohammad Abdullah Al Faruque:
Attack Modeling Methodology and Taxonomy for Intelligent Transportation Systems. IEEE Trans. Intell. Transp. Syst. 23(8): 13255-13264 (2022)
[j42]
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  - journals/tvlsi/YasaeiFF22
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Rozhin Yasaei, Sina Faezi, Mohammad Abdullah Al Faruque:
Golden Reference-Free Hardware Trojan Localization Using Graph Convolutional Network. IEEE Trans. Very Large Scale Integr. Syst. 30(10): 1401-1411 (2022)
[c93]
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  - conf/acsac/BaruaPF22
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Anomadarshi Barua, Lelin Pan, Mohammad Abdullah Al Faruque:
BayesImposter: Bayesian Estimation Based.bss Imposter Attack on Industrial Control Systems. ACSAC 2022: 440-454
[c92]
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  - conf/ccs/Faruque22
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Mohammad Abdullah Al Faruque:
Cross-Layer Security of Embedded and Cyber-Physical Systems. AMSec@CCS 2022: 39-40
[c91]
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  - conf/ccs/BaruaAF22
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Anomadarshi Barua, Yonatan Gizachew Achamyeleh, Mohammad Abdullah Al Faruque:
A Wolf in Sheep's Clothing: Spreading Deadly Pathogens Under the Disguise of Popular Music. CCS 2022: 277-291
[c90]
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  - conf/dac/MalawadeMF22
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Arnav Vaibhav Malawade, Trier Mortlock, Mohammad Abdullah Al Faruque:
EcoFusion: energy-aware adaptive sensor fusion for efficient autonomous vehicle perception. DAC 2022: 481-486
[c89]
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Nafiul Rashid, Trier Mortlock, Mohammad Abdullah Al Faruque:
SELF-CARE: Selective Fusion with Context-Aware Low-Power Edge Computing for Stress Detection. DCOSS 2022: 49-52
[c88]
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Anomadarshi Barua, Mohammad Abdullah Al Faruque:
Sensor Security: Current Progress, Research Challenges, and Future Roadmap (Invited Paper). ICCAD 2022: 12
[c87]
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  - conf/iccad/ChenOF22
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Luke Chen, Mohanad Odema, Mohammad Abdullah Al Faruque:
Romanus: Robust Task Offloading in Modular Multi-Sensor Autonomous Driving Systems. ICCAD 2022: 162
[c86]
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  - conf/iccps/MalawadeMF22
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Arnav Vaibhav Malawade, Trier Mortlock, Mohammad Abdullah Al Faruque:
HydraFusion: Context-Aware Selective Sensor Fusion for Robust and Efficient Autonomous Vehicle Perception. ICCPS 2022: 68-79
[c85]
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  - conf/islped/DemirelCF22
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Berken Utku Demirel, Luke Chen, Mohammad Abdullah Al Faruque:
Neural Contextual Bandits Based Dynamic Sensor Selection for Low-Power Body-Area Networks. ISLPED 2022: 18:1-18:6
[c84]
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  - conf/raid/BaruaF22
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Anomadarshi Barua, Mohammad Abdullah Al Faruque:
HALC: A Real-time In-sensor Defense against the Magnetic Spoofing Attack on Hall Sensors. RAID 2022: 185-199
[d4]
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  - data/10/HsuYMMKF22
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Brandon Hsu, Shih-Yuan Yu, Arnav V. Malawade, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque:
SceneGraph-Risk-Assessment dataset. IEEE DataPort, 2022
[d3]
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Rozhin Yasaei, Sina Faezi, Mohammad Abdullah Al Faruque:
Hardware Trojan Power & EM Side-Channel dataset. IEEE DataPort, 2022
[i30]
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  - journals/corr/abs-2201-06644
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Arnav Vaibhav Malawade, Trier Mortlock, Mohammad Abdullah Al Faruque:
HydraFusion: Context-Aware Selective Sensor Fusion for Robust and Efficient Autonomous Vehicle Perception. CoRR abs/2201.06644 (2022)
[i29]
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  - journals/corr/abs-2202-11330
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Arnav Vaibhav Malawade, Trier Mortlock, Mohammad Abdullah Al Faruque:
EcoFusion: Energy-Aware Adaptive Sensor Fusion for Efficient Autonomous Vehicle Perception. CoRR abs/2202.11330 (2022)
[i28]
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  - journals/corr/abs-2204-11431
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Rozhin Yasaei, Luke Chen, Shih-Yuan Yu, Mohammad Abdullah Al Faruque:
Hardware Trojan Detection using Graph Neural Networks. CoRR abs/2204.11431 (2022)
[i27]
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  - journals/corr/abs-2205-03974
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Nafiul Rashid, Trier Mortlock, Mohammad Abdullah Al Faruque:
SELF-CARE: Selective Fusion with Context-Aware Low-Power Edge Computing for Stress Detection. CoRR abs/2205.03974 (2022)
[i26]
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  - journals/corr/abs-2207-06664
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Rozhin Yasaei, Sina Faezi, Mohammad Abdullah Al Faruque:
Golden Reference-Free Hardware Trojan Localization using Graph Convolutional Network. CoRR abs/2207.06664 (2022)
[i25]
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  - journals/corr/abs-2207-08865
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Luke Chen, Mohanad Odema, Mohammad Abdullah Al Faruque:
Romanus: Robust Task Offloading in Modular Multi-Sensor Autonomous Driving Systems. CoRR abs/2207.08865 (2022)
[i24]
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  - journals/corr/abs-2208-09741
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Anomadarshi Barua, Mohammad Abdullah Al Faruque:
Sensor Security: Current Progress, Research Challenges, and Future Roadmap. CoRR abs/2208.09741 (2022)
[i23]
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  - journals/corr/abs-2210-03688
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Anomadarshi Barua, Yonatan Gizachew Achamyeleh, Mohammad Abdullah Al Faruque:
A Wolf in Sheep's Clothing: Spreading Deadly Pathogens Under the Disguise of Popular Music. CoRR abs/2210.03688 (2022)
[i22]
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Anomadarshi Barua, Lelin Pan, Mohammad Abdullah Al Faruque:
BayesImposter: Bayesian Estimation Based .bss Imposter Attack on Industrial Control Systems. CoRR abs/2210.03719 (2022)
[i21]
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  - journals/corr/abs-2212-03354
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Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Mohammad Abdullah Al Faruque, Smaïl Niar:
HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling. CoRR abs/2212.03354 (2022)
2021
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Nafiul Rashid, Manik Dautta, Peter Tseng, Mohammad Abdullah Al Faruque:
HEAR: Fog-Enabled Energy-Aware Online Human Eating Activity Recognition. IEEE Internet Things J. 8(2): 860-868 (2021)
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Manik Dautta, Abel Jimenez, Kazi Khurshidi Haque Dia, Nafiul Rashid, Mohammad Abdullah Al Faruque, Peter Tseng:
Wireless Qi-Powered, Multinodal and Multisensory Body Area Network for Mobile Health. IEEE Internet Things J. 8(9): 7600-7609 (2021)
[j39]
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Shih-Yuan Yu, Sujit Rokka Chhetri, Arquimedes Canedo, Palash Goyal, Mohammad Abdullah Al Faruque:
Pykg2vec: A Python Library for Knowledge Graph Embedding. J. Mach. Learn. Res. 22: 16:1-16:6 (2021)
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Sujit Rokka Chhetri, Anomadarshi Barua, Sina Faezi, Francesco Regazzoni, Arquimedes Canedo, Mohammad Abdullah Al Faruque:
Tool of Spies: Leaking your IP by Altering the 3D Printer Compiler. IEEE Trans. Dependable Secur. Comput. 18(2): 667-678 (2021)
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Arnav V. Malawade, Mohanad Odema, Sebastien Lajeunesse-DeGroot, Mohammad Abdullah Al Faruque:
SAGE: A Split-Architecture Methodology for Efficient End-to-End Autonomous Vehicle Control. ACM Trans. Embed. Comput. Syst. 20(5s): 75:1-75:22 (2021)
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Sina Faezi, Rozhin Yasaei, Anomadarshi Barua, Mohammad Abdullah Al Faruque:
Brain-Inspired Golden Chip Free Hardware Trojan Detection. IEEE Trans. Inf. Forensics Secur. 16: 2697-2708 (2021)
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Yicheng Zhang, Rozhin Yasaei, Hao Chen, Zhou Li, Mohammad Abdullah Al Faruque:
Stealing Neural Network Structure Through Remote FPGA Side-Channel Analysis. IEEE Trans. Inf. Forensics Secur. 16: 4377-4388 (2021)
[j34]
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Arnav V. Malawade, Nathan D. Costa, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque:
Neuroscience-Inspired Algorithms for the Predictive Maintenance of Manufacturing Systems. IEEE Trans. Ind. Informatics 17(12): 7980-7990 (2021)
[j33]
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Soheyb Ribouh, Kelvin Phan, Arnav Vaibhav Malawade, Yassin Elhillali, Atika Rivenq, Mohammad Abdullah Al Faruque:
Channel State Information-Based Cryptographic Key Generation for Intelligent Transportation Systems. IEEE Trans. Intell. Transp. Syst. 22(12): 7496-7507 (2021)
[c83]
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Mohanad Odema, Nafiul Rashid, Mohammad Abdullah Al Faruque:
Energy-Aware Design Methodology for Myocardial Infarction Detection on Low-Power Wearable Devices. ASP-DAC 2021: 621-626
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Berken Utku Demirel, Adnan Harun Dogan, Mohammad Abdullah Al Faruque:
Two Might Do: A Beat-by-Beat Classification of Cardiac Abnormalities Using Deep Learning with Domain-Specific Features. CinC 2021: 1-4
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Rozhin Yasaei, Shih-Yuan Yu, Emad Kasaeyan Naeini, Mohammad Abdullah Al Faruque:
GNN4IP: Graph Neural Network for Hardware Intellectual Property Piracy Detection. DAC 2021: 217-222
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Mohanad Odema, Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque:
LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies. DAC 2021: 403-408
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Mohammad Abdullah Al Faruque, Deepan Muthirayan, Shih-Yuan Yu, Pramod P. Khargonekar:
Cognitive Digital Twin for Manufacturing Systems. DATE 2021: 440-445
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Sina Faezi, Rozhin Yasaei, Mohammad Abdullah Al Faruque:
HTnet: Transfer Learning for Golden Chip-Free Hardware Trojan Detection. DATE 2021: 1484-1489
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Rozhin Yasaei, Shih-Yuan Yu, Mohammad Abdullah Al Faruque:
GNN4TJ: Graph Neural Networks for Hardware Trojan Detection at Register Transfer Level. DATE 2021: 1504-1509
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  - conf/embc/LinDFL21
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Wenrui Lin, Berken Utku Demirel, Mohammad Abdullah Al Faruque, G. P. Li:
Energy-efficient Blood Pressure Monitoring based on Single-site Photoplethysmogram on Wearable Devices. EMBC 2021: 504-507
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Berken Utku Demirel, Ivan Skelin, Haoxin Zhang, Jack J. Lin, Mohammad Abdullah Al Faruque:
Single-Channel EEG Based Arousal Level Estimation Using Multitaper Spectrum Estimation at Low-Power Wearable Devices. EMBC 2021: 542-545
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Nafiul Rashid, Luke Chen, Manik Dautta, Abel Jimenez, Peter Tseng, Mohammad Abdullah Al Faruque:
Feature Augmented Hybrid CNN for Stress Recognition Using Wrist-based Photoplethysmography Sensor. EMBC 2021: 2374-2377
[c73]
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Yicheng Zhang, Rozhin Yasaei, Hao Chen, Zhou Li, Mohammad Abdullah Al Faruque:
Stealing Neural Network Structure through Remote FPGA Side-channel Analysis. FPGA 2021: 225
[c72]
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Shih-Yuan Yu, Rozhin Yasaei, Qingrong Zhou, Tommy Nguyen, Mohammad Abdullah Al Faruque:
HW2VEC: a Graph Learning Tool for Automating Hardware Security. HOST 2021: 13-23
[c71]
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Mohanad Odema, Nafiul Rashid, Mohammad Abdullah Al Faruque:
EExNAS: Early-Exit Neural Architecture Search Solutions for Low-Power Wearable Devices. ISLPED 2021: 1-6
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Salma Elmalaki, Berken Utku Demirel, Mojtaba Taherisadr, Sara Stern-Nezer, Jack J. Lin, Mohammad Abdullah Al Faruque:
Towards Internet-of-Things for Wearable Neurotechnology. ISQED 2021: 559-565
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Nathan D. Costa, Shih-Yuan Yu, Arnav Vaibhav Malawade, Sujit Rokka Chhetri, Mohammad Abdullah Al Faruque:
SideChannel-3D: Acoustic, Vibration, Magnetic, and Power Side-Channel 3D Printer Dataset. IEEE DataPort, 2021
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Rozhin Yasaei, Shih-Yuan Yu, Qingrong Zhou, Mohammad Abdullah Al Faruque:
Hardware Design Dataset for Circuit Graph Analysis. IEEE DataPort, 2021
[i20]
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  - journals/corr/abs-2102-01875
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Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque:
AHAR: Adaptive CNN for Energy-efficient Human Activity Recognition in Low-power Edge Devices. CoRR abs/2102.01875 (2021)
[i19]
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  - journals/corr/abs-2102-11450
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Arnav V. Malawade, Nathan D. Costa, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque:
Neuroscience-Inspired Algorithms for the Predictive Maintenance of Manufacturing Systems. CoRR abs/2102.11450 (2021)
[i18]
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  - journals/corr/abs-2107-09130
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Rozhin Yasaei, Shih-Yuan Yu, Emad Kasaeyan Naeini, Mohammad Abdullah Al Faruque:
GNN4IP: Graph Neural Network for Hardware Intellectual Property Piracy Detection. CoRR abs/2107.09130 (2021)
[i17]
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  - journals/corr/abs-2107-09309
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Mohanad Odema, Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque:
LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies. CoRR abs/2107.09309 (2021)
[i16]
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  - journals/corr/abs-2107-10823
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Tuo Zhou, Shih-Yuan Yu, Matthew Michaels, Fangzhou Du, Lawrence Kulinsky, Mohammad Abdullah Al Faruque:
Establishing Digital Recognition and Identification of Microscopic Objects for Implementation of Artificial Intelligence (AI) Guided Microassembly. CoRR abs/2107.10823 (2021)
[i15]
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  - journals/corr/abs-2107-10895
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Arnav V. Malawade, Mohanad Odema, Sebastien Lajeunesse-DeGroot, Mohammad Abdullah Al Faruque:
SAGE: A Split-Architecture Methodology for Efficient End-to-End Autonomous Vehicle Control. CoRR abs/2107.10895 (2021)
[i14]
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  - journals/corr/abs-2107-12328
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Shih-Yuan Yu, Rozhin Yasaei, Qingrong Zhou, Tommy Nguyen, Mohammad Abdullah Al Faruque:
HW2VEC: A Graph Learning Tool for Automating Hardware Security. CoRR abs/2107.12328 (2021)
[i13]
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  - journals/corr/abs-2108-00078
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Yasamin Moghaddas, Tommy Nguyen, Shih-Yuan Yu, Rozhin Yasaei, Mohammad Abdullah Al Faruque:
Technical Report for HW2VEC - A Graph Learning Tool for Automating Hardware Security. CoRR abs/2108.00078 (2021)
[i12]
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  - journals/corr/abs-2108-03166
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Nafiul Rashid, Luke Chen, Manik Dautta, Abel Jimenez, Peter Tseng, Mohammad Abdullah Al Faruque:
Feature Augmented Hybrid CNN for Stress Recognition Using Wrist-based Photoplethysmography Sensor. CoRR abs/2108.03166 (2021)
[i11]
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  - journals/corr/abs-2109-01183
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Arnav Vaibhav Malawade, Shih-Yuan Yu, Brandon Hsu, Harsimrat Kaeley, Anurag Karra, Mohammad Abdullah Al Faruque:
roadscene2vec: A Tool for Extracting and Embedding Road Scene-Graphs. CoRR abs/2109.01183 (2021)
[i10]
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  - journals/corr/abs-2109-08632
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Trier Mortlock, Deepan Muthirayan, Shih-Yuan Yu, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque:
Graph Learning for Cognitive Digital Twins in Manufacturing Systems. CoRR abs/2109.08632 (2021)
[i9]
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  - journals/corr/abs-2110-02259
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Shih-Yuan Yu, Arnav Vaibhav Malawade, Mohammad Abdullah Al Faruque:
Multi-Modal Attack Detection for Cyber-Physical Additive Manufacturing. CoRR abs/2110.02259 (2021)
[i8]
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  - journals/corr/abs-2110-11475
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Mojtaba Taherisadr, Berken Utku Demirel, Mohammad Abdullah Al Faruque, Salma Elmalaki:
Future of Smart Classroom in the Era of Wearable Neurotechnology. CoRR abs/2110.11475 (2021)
[i7]
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  - journals/corr/abs-2111-06123
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Arnav V. Malawade, Shih-Yuan Yu, Brandon Hsu, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque:
Spatio-Temporal Scene-Graph Embedding for Autonomous Vehicle Collision Prediction. CoRR abs/2111.06123 (2021)
[i6]
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  - journals/corr/abs-2112-07901
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Berken Utku Demirel, Islam Abdelsalam Bayoumy, Mohammad Abdullah Al Faruque:
Energy-Efficient Real-Time Heart Monitoring on Edge-Fog-Cloud Internet-of-Medical-Things. CoRR abs/2112.07901 (2021)
2020
[j32]
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Shih-Yuan Yu, Arnav Vaibhav Malawade, Sujit Rokka Chhetri, Mohammad Abdullah Al Faruque:
Sabotage Attack Detection for Additive Manufacturing Systems. IEEE Access 8: 27218-27231 (2020)
[c69]
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Amar Viswanathan Kannan, Dmitriy Fradkin, Ioannis Akrotirianakis, Tugba Kulahcioglu, Arquimedes Canedo, Aditi Roy, Shih-Yuan Yu, Arnav V. Malawade, Mohammad Abdullah Al Faruque:
Multimodal Knowledge Graph for Deep Learning Papers and Code. CIKM 2020: 3417-3420
[c68]
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Junyi Wei, Yicheng Zhang, Zhe Zhou, Zhou Li, Mohammad Abdullah Al Faruque:
Leaky DNN: Stealing Deep-Learning Model Secret with GPU Context-Switching Side-Channel. DSN 2020: 125-137
[c67]
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  - conf/embc/RashidF20
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Nafiul Rashid, Mohammad Abdullah Al Faruque:
Energy-efficient Real-time Myocardial Infarction Detection on Wearable Devices. EMBC 2020: 4648-4651
[c66]
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Rozhin Yasaei, Felix Hernandez, Mohammad Abdullah Al Faruque:
IoT-CAD: Context-Aware Adaptive Anomaly Detection in IoT Systems Through Sensor Association. ICCAD 2020: 9:1-9:9
[c65]
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Anomadarshi Barua, Mohammad Abdullah Al Faruque:
Special Session: Noninvasive Sensor-Spoofing Attacks on Embedded and Cyber-Physical Systems. ICCD 2020: 45-48
[c64]
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Sina Faezi, Sujit Rokka Chhetri, Arnav Vaibhav Malawade, John Charles Chaput, William H. Grover, Philip Brisk, Mohammad Abdullah Al Faruque:
Acoustic Side Channel Attack Against DNA Synthesis Machines: Poster Abstract. ICCPS 2020: 186-187
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Anomadarshi Barua, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque:
Hierarchical Temporal Memory Based Machine Learning for Real-Time, Unsupervised Anomaly Detection in Smart Grid: WiP Abstract. ICCPS 2020: 188-189
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Ahmed Didouh, Anthony Bahadir Lopez, Yassin El Hillali, Atika Rivenq, Mohammad Abdullah Al Faruque:
Eve, You Shall Not Get Access! A Cyber-Physical Blockchain Architecture for Electronic Toll Collection Security. ITSC 2020: 1-7
[c61]
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Anomadarshi Barua, Mohammad Abdullah Al Faruque:
Hall Spoofing: A Non-Invasive DoS Attack on Grid-Tied Solar Inverter. USENIX Security Symposium 2020: 1273-1290
[i5]
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  - journals/corr/abs-2009-06435
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Shih-Yuan Yu, Arnav V. Malawade, Deepan Muthirayan, Pramod P. Khargonekar, Mohammad Abdullah Al Faruque:
Scene-Graph Augmented Data-Driven Risk Assessment of Autonomous Vehicle Decisions. CoRR abs/2009.06435 (2020)

2010 – 2019

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What is the meaning of the colors in the publication lists?

2019
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Sandip Ray, Ahmad-Reza Sadeghi, Mohammad Abdullah Al Faruque:
Guest Editors' Introduction: Secure Automotive Systems. IEEE Des. Test 36(6): 5-6 (2019)
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Anthony Bahadir Lopez, Arnav Vaibhav Malawade, Mohammad Abdullah Al Faruque, Srivalli Boddupalli, Sandip Ray:
Security of Emergent Automotive Systems: A Tutorial Introduction and Perspectives on Practice. IEEE Des. Test 36(6): 10-38 (2019)
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Mohammad Abdullah Al Faruque, Chung-Wei Lin:
Report of the Fourth International Workshop on Design Automation for Cyber-Physical Systems (DACPS) 2019. IEEE Des. Test 36(6): 84-85 (2019)
[j28]
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Francesco Regazzoni, Arquimedes Canedo, Mohammad Abdullah Al Faruque:
Guest Editors' Introduction. IEEE Embed. Syst. Lett. 11(4): 101 (2019)
[j27]
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Jiang Wan, Anthony Bahadir Lopez, Mohammad Abdullah Al Faruque:
Physical Layer Key Generation: Securing Wireless Communication in Automotive Cyber-Physical Systems. ACM Trans. Cyber Phys. Syst. 3(2): 13:1-13:26 (2019)
[j26]
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Korosh Vatanparvar, Sina Faezi, Igor Burago, Marco Levorato, Mohammad Abdullah Al Faruque:
Extended Range Electric Vehicle With Driving Behavior Estimation in Energy Management. IEEE Trans. Smart Grid 10(3): 2959-2968 (2019)
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Nafiul Rashid, Gustavo Quiros, Mohammad Abdullah Al Faruque:
A Survivability-Aware Cyber-Physical Systems Design Methodology. CASE 2019: 848-853
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Sujit Rokka Chhetri, Anthony Bahadir Lopez, Jiang Wan, Mohammad Abdullah Al Faruque:
GAN-Sec: Generative Adversarial Network Modeling for the Security Analysis of Cyber-Physical Production Systems. DATE 2019: 770-775
[c58]
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Korosh Vatanparvar, Mohammad Abdullah Al Faruque:
Self-Secured Control with Anomaly Detection and Recovery in Automotive Cyber-Physical Systems. DATE 2019: 788-793
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Sujit Rokka Chhetri, Sina Faezi, Arquimedes Canedo, Mohammad Abdullah Al Faruque:
QUILT: quality inference from living digital twins in IoT-enabled manufacturing systems. IoTDI 2019: 237-248
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Sina Faezi, Sujit Rokka Chhetri, Arnav Vaibhav Malawade, John Charles Chaput, William H. Grover, Philip Brisk, Mohammad Abdullah Al Faruque:
Oligo-Snoop: A Non-Invasive Side Channel Attack Against DNA Synthesis Machines. NDSS 2019
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Shih-Yuan Yu, Sujit Rokka Chhetri, Arquimedes Canedo, Palash Goyal, Mohammad Abdullah Al Faruque:
Pykg2vec: A Python Library for Knowledge Graph Embedding. CoRR abs/1906.04239 (2019)
2018
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Korosh Vatanparvar, Mohammad Abdullah Al Faruque:
Path to Eco-Driving: Electric Vehicle HVAC and Route Joint Optimization. IEEE Des. Test 35(6): 8-15 (2018)
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Naehyuck Chang, Mohammad Abdullah Al Faruque, Zili Shao, Chun Jason Xue, Yiran Chen, Donkyu Baek:
Survey of Low-Power Electric Vehicles: A Design Automation Perspective. IEEE Des. Test 35(6): 44-70 (2018)
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Sujit Rokka Chhetri, Sina Faezi, Nafiul Rashid, Mohammad Abdullah Al Faruque:
Manufacturing Supply Chain and Product Lifecycle Security in the Era of Industry 4.0. J. Hardw. Syst. Secur. 2(1): 51-68 (2018)
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Arquimedes Canedo, Zhi Zhang, Ahmad Albaqsami, Jiang Wan, Mohammad Abdullah Al Faruque:
Maintaining the Design Intent in the Synthesis of 3-D and 1-D System Models Using Constraints. IEEE Syst. J. 12(2): 1108-1117 (2018)
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Haeseung Lee, Muhammad Shafique, Mohammad Abdullah Al Faruque:
Aging-Aware Workload Management on Embedded GPU Under Process Variation. IEEE Trans. Computers 67(7): 920-933 (2018)
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Sujit Rokka Chhetri, Arquimedes Canedo, Mohammad Abdullah Al Faruque:
Confidentiality Breach Through Acoustic Side-Channel in Cyber-Physical Additive Manufacturing Systems. ACM Trans. Cyber Phys. Syst. 2(1): 3:1-3:25 (2018)
[j19]
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Korosh Vatanparvar, Mohammad Abdullah Al Faruque:
Design and Analysis of Battery-Aware Automotive Climate Control for Electric Vehicles.