Journal/Transaction Publications
T. Mortlock, D. Muthirayan, S-Y Yu, P. Khargonekar, M. A. Al Faruque, “Graph Learning for Cognitive Digital Twins in Manufacturing Systems “, published in the IEEE Transactions on Emerging Topics in Computing (IEEE TETC’21), 2021. download pdf
A. Lopez, W. Jin, M. A. Al Faruque, “Attack Modeling Methodology and Taxonomy for Intelligent Transportation Systems”, published in the IEEE Transactions on Intelligent Transportation Systems (IEEE ITS’ 2021), 2021. download pdf
B. U. Demirel, I. A. Bayoumy, M. A. Al Faruque, “Energy-Efficient Real-Time Heart Monitoring on Edge-Fog-Cloud Internet-of-Medical-Things”, published in the IEEE Internet of Things Journal, 2021. download pdf
N. Rashid, B. U. Demirel, M. A. Al Faruque, “AHAR: Adaptive CNN for Energy-efficient Human Activity Recognition in Low-power Edge Devices”, published in the IEEE Internet of Things Journal, 2021. download pdf
Yicheng Zhang, Rozhin Yasaei, Hao Chen, Zhou Li, Mohammad Abdullah Al Faruque, “Stealing Neural Network Structure through Remote FPGA Side-channel Analysis”, IEEE Transactions on Information Forensics and Security (IEEE TIFS’21), 2021.
S. Yu, A. V. Malawade, D. Muthirayan, P. P. Khargonekar, M. A. Al Faruque, “Scene-Graph Augmented Data-Driven Risk Assessment of Autonomous Vehicle Decisions”, published in IEEE Transactions on Intelligent Transportation Systems, 2021. download pdf
A. Malawade, N. Costa, D. Muthirayan, P. Khargonekar, M. Al Faruque, “Neuroscience-Inspired Algorithms for the Predictive Maintenance of Manufacturing Systems”, published in IEEE Transactions on Industrial Informatics (IEEE TII’21), 2021. download pdf
Sina Faezi, Rozhin Yasaei, Anomadarshi Barua, Mohammad Abdullah Al Faruque, “Brain-Inspired Golden Chip Free Hardware Trojan Detection”, IEEE Transaction on Information Forensics and Security (IEEE TIFS’21), 2021. download pdf
Shih-Yuan Yu, Sujit Rokka Chhetri, Arquimedes Canedo, Palash Goyal, Mohammad Abdullah Al Faruque, “Pykg2vec: A Python Library for Knowledge Graph Embedding”, Journal of Machine Learning Research (16):1−6, 2021. download pdf
Major Conference/Symposium Publications
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”, accepted to the 2021 World Congress on Micro and Nano Manufacturing (WCMNM 2021). download pdf
Shih-Yuan Yu, Rozhin Yasaei, Qingrong Zhou, Tommy Nguyen, Mohammad Abdullah Al Faruque, “HW2VEC: A Graph Learning Tool for Automating Hardware Security”, accepted to the IEEE International Symposium on Hardware Oriented Security and Trust (HOST 2021). download pdf
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”, accepted to the 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2021). download pdf
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”, accepted to the 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2021). download pdf
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“, accepted to the 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2021). download pdf
Arnav Malawade, Mohanad Odema, Sebastien Lajeunesse-Degroot, Mohammad Abdullah Al Faruque, “SAGE: A Split-Architecture Methodology for Efficient End-to-End Autonomous Vehicle Control”, accepted to the International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS 2021). download pdf
Mohanad Odema, Nafiul Rashid, Mohammad Abdullah Al Faruque, “EExNAS: Early-Exit Neural Architecture Search Solutions for Low-Power Wearable Devices”, accepted to ACM /IEEE International Symposium on Low Power Electronics and Design (ISLPED 2021). download pdf
Mohanad Odema, Nafiul Rashid, Berken Utku Demirel, Mohammad Abdullah Al Faruque, “LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies”, accepted to Design and Automation Conference (DAC 2021). download pdf
Rozhin Yasaei, Shih-Yuan Yu, Emad Kasaeyan Naeini, Mohammad Abdullah Al Faruque, “GNN4IP: Graph Neural Network for Hardware Intellectual Property Piracy Detection”, accepted to Design and Automation Conference (DAC 2021). download pdf
Salma Elmalaki, Berken Utku Demirel, Mojtaba Taherisadr, Sara Stern-Nezer, Jack J. Lin, Mohammad Al Faruque, “Towards Internet-of-Things for Wearable Neurotechnology” accepted to The International Symposium on Quality Electronic Design (ISQED 2021). download pdf
Mohammad Abdullah Al Faruque, Deepan Muthirayan, Shih-Yuan Yu, Pramod P. Khargonekar, “Cognitive Digital Twin for Manufacturing Systems”, accepted to IEEE/ACM Design Automation and Test in Europe Conference (DATE 2021). download pdf
S. Faezi, R. Yasaei, M. Al Faruque, ” HTnet: Transfer Learning for Golden Chip-Free Hardware Trojan Detection”, accepted to IEEE/ACM Design Automation and Test in Europe Conference (DATE 2021). download pdf
Rozhin Yasaei, Shih-Yuan Yu, Mohammad Abdullah Al Faruque, “GNN4TJ: Graph Neural Networks for Hardware Trojan Detection at Register Transfer Level” has been accepted to the IEEE/ACM Design Automation and Test in Europe (DATE 2021). download pdf
M. Odema, N. Rashid, M. A. Al Faruque, “Energy-Aware Design Methodology for Myocardial Infarction Detection on Low-power Wearables Devices”, accepted to IEEE/ACM 26th Asia and South Pacific Design Automation Conference (ASP-DAC 2021). download pdf
Patents
I. Uz Zaman, A. Lopez, M. A. Al Faruque, O. Boyraz, “Systems and methods for encrypting communication over a fiber optic line“, US10,903,992B2, B2, Regular, United States. (Approve: Jan. 26, 2021), Patent Granted.