Odema, M., Bouzidi, H., Ouarnoughi, H., Niar, S., & Al Faruque, M. A. (2023). MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment. ACM Transactions on Embedded Computing Systems, 22(5s), 1-26. download pdf
Demirel, Berken Utku, Luke Chen, and Mohammad Abdullah Al Faruque. “Data-driven Energy-efficient Adaptive Sampling Using Deep Reinforcement Learning.” ACM Transactions on Computing for Healthcare 4.3 (2023): 1-19. download pdf
Odema, M., & Al Faruque, M. A. (2023). PrivyNAS: Privacy-Aware Neural Architecture Search for Split Computing in Edge-Cloud Systems. IEEE Internet of Things Journal. download pdf
Rashid, N., Mortlock, T., & Al Faruque, M. A. (2023). Stress Detection using Context-Aware Sensor Fusion from Wearable Devices. IEEE Internet of Things Journal. download pdf
Taherisadr, Mojtaba, Mohammad Abdullah Al Faruque, and Salma Elmalaki. “Erudite: Human-in-the-loop iot for an adaptive personalized learning system.” IEEE Internet of Things Journal (2023). download pdf
Rashid, N., Demirel, B. U., & Al Faruque, M. A. (2022). AHAR: Adaptive CNN for energy-efficient human activity recognition in low-power edge devices. IEEE Internet of Things Journal, 9(15), 13041-13051. download pdf
A. Malawade, S-Y Yu, B. Hsu, D. Muthirayan, P. Khargonekar, M. A. Al Faruque, “Spatio-Temporal Scene-Graph Embedding for Autonomous Vehicle Collision Prediction”, published in the IEEE Internet of Things Journal, 2022. download pdf
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
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
M. Dautta, A. Jimenez, K. K. H. Dia, N. Rashid, M. A. Al Faruque, P. Tseng, “Wireless Qi-powered, Multinodal and Multisensory Body Area Network for Mobile Health”, accepted to be published in the IEEE Internet of Things Journal, 2020. download pdf
A. Lopez, W. Jin, M. A. Al Faruque, “Security Analysis for Fixed-Time Traffic Control Systems”, accepted to be published in the Transportation Research Part B, 2020 download pdf
S. Ribouh, K. Phan, A. Malawade, Y. EL Hillali, A. Rivenq, M. A. Al Faruque, “Channel State Information Based Cryptographic Key Generation for Intelligent Transportation Systems”, accepted to be published in the IEEE Transactions on Intelligent Transportation Systems Journal, 2020 download pdf
N. Rashid, M. Dautta, P. Tseng, M. A. Al Faruque, “HEAR: Fog-enabled Energy Aware Online Human Eating Activity Recognition”, accepted to be published in the IEEE Internet of Things Journal, 2020. download pdf
S-Y. Yu, A. Malawade, M. A. Al Faruque, “Multi-Modal Attack Detection for Cyber-Physical Additive Manufacturing”, published in the IEEE TC-CPS Newsletter, 2020 download pdf
S. Yu, A. V. Malawade, S. R. Chhetri and M. A. Al Faruque, “Sabotage Attack Detection for Additive Manufacturing Systems”, published in the IEEE Access (IEEE Access vol. 8), 2020 download pdf
S. Ray, M. A. Al Faruque, A. R. Sadeghi, “Guest Editorial: Secure Automotive Systems”, published in the IEEE Design & Test (IEEE D&T’19), 2019 download pdf
A. Lopez, A. Malawade, M. A. Al Faruque, S. Boddupalli, S. Ray “Security of Emergent Automotive Systems: A Tutorial Introduction and Perspectives on Practice”, published in the IEEE Design & Test (IEEE D&T’19), 2019 download pdf
M. A. Al Faruque, Chung-Wei Lin, “Report of the Fourth International Workshop on Design Automation for Cyber-Physical Systems (DACPS) 2019”, published in the IEEE Design & Test (IEEE D&T’19), 2019 download pdf
S. Rokka Chhetri, A. Barua, S. Faezi, F. Regazzoni, M. A. Al Faruque, “Tool of Spies: Leaking your Intellectual Property by Altering the Compiler”, published in the IEEE Transactions on Dependable and Secure Computing (IEEE TDSC’19), 2019 download pdf
F. Regazzoni, A. Canedo, M. A. Al Faruque, “Guest Editors’ Introduction: Emerging Topics in Secure and Trustworthy Cyber-Physical Systems”, published in the IEEE Embedded Systems Letter (IEEE ESL’19), 2019 download pdf
I. Uz Zaman, A. Lopez, M. A. Al Faruque, O. Boyraz, “Physical Layer Cryptographic Key Generation by Exploiting PMD of an Optical Fiber Link“, published in the IEEE/OSA Journal of Lightwave Technology (IEEE JLT’18), 2018 download pdf
N. Chang, M. A. Al Faruque, Z. Shao, J. Xue, D. Baek, “Survey of Low-Power Electric Vehicles: A Design Automation Perspective“, published in the IEEE Design & Test (IEEE D&T’18), 2018 download pdf
S. Chhetri, S. Faezi, M. A. Al Faruque, “Information Leakage-Aware Computer Aided Cyber-Physical Manufacturing”, published in the IEEE Transactions on Information Forensics & Security (IEEE TIFS’18), 2018 download pdf
K. Vatanparvar, S. Faezi, I. Burago, M. Levorato, M. A. Al Faruque, “Extended Range Electric Vehicle with Driving Behavior Estimation in Energy Management“, published in the IEEE Transaction on Smart Grid (IEEE TSG’18), 2018 download pdf
H. Lee, M. Shafique, M. A. Al Faruque, “Aging-aware Workload Management on Embedded GPU Under Process Variation“, published in the IEEE Transactions on Computers (IEEE TC’18), 2018 download pdf (Research highlights section of Nature Electronics, Feb 2018) download
S. Chhetri, S. Faezi, N. Rashid, M. A. Al Faruque, “Manufacturing Supply Chain and Product Lifecycle Security in the Era of Industry 4.0″, published in the Springer Journal of Hardware and Systems Security (Springer HASS’17), 2017 download pdf
K. Vatanparvar, M. A. Al Faruque, “Design and Analysis of Battery-Aware Automotive Climate Control for Electric Vehicles, published in the ACM Transaction on Embedded Computing Systems (ACM TECS’17), 2017 download pdf
J. Wan, A. Lopez, M. A. Al Faruque, “Physical Layer Key Generation: Securing Wireless Communication in Automotive Cyber-Physical Systems”, published in the ACM Transaction on Cyber-Physical Systems (ACM TCPS’17), August, 2017 download pdf
K. Vatanparvar, and M. A. Al Faruque, “Path to Eco-Driving: Electric Vehicle HVAC and Route Joint Optimization“, published in the IEEE Design & Test (IEEE D&T’17), 2017 download pdf
K. Vatanparvar, M. A. Al Faruque, “Electric Vehicle Optimized Charge and Drive Management”, published in the ACM Transaction on Design Automation of Electronic Systems (ACM TODAES’17), April, 2017 download pdf
A. Lopez, K. Vatanparvar, A. Prasad, S. Yang, S. Bhunia, M. A. Al Faruque, “A Security Perspective on the Battery Systems of the Internet of Things”, published in the Springer Journal of Hardware and Systems Security (Springer HASS’17), 2017 download pdf
(Inaugural Issue of HASS)
S. R. Chhetri, A. Canedo, M. A. Al Faruque, “Confidentiality Breach Through Acoustic Side-Channel in Cyber-Physical Additive Manufacturing Systems”, published in the ACM Transaction on Cyber-Physical Systems (ACM TCPS’17), March, 2017 download pdf
(Journal Version of one of the Best 5 Papers from ICCPS 2016)
H. Lee, M. A. Al Faruque, “GPU Architecture Aware Instruction Scheduling for Improving Soft-error Reliability“, published in the IEEE Transactions on Multi-Scale Computing Systems (IEEE TMSCS’17), 2017 download pdf
S. R. Chhetri, and M. A. Al Faruque, “Side-Channels of Cyber-Physical Systems: Case Study in Additive Manufacturing“, published in the IEEE Design & Test (IEEE D&T’17),Volume xx, Issue x, Pages xx-xx, March-April 2017 download pdf
K. Vatanparvar, S Fakhouri, M. A. Siddika, M. A. Al Faruque, “Compartmentalization-Based Design Automation Method for Power Grid”, published in the IET Cyber-Physical Systems: Theory & Applications (IET CPS’17), 2017 download pdf
K. Vatanparvar, M. A. Al Faruque, “Application-Specific Residential Microgrid Design Methodology”, published in the ACM Transaction on Design Automation of Electronic Systems (ACM TODAES’16), October, 2016 download pdf
A. Canedo, Z. Zhang, A. Albaqsami, J. Wan, M. A. Al Faruque, “Maintaining the Design Intent in the Synthesis of 3D and 1D System Models using Constraints“, published in theIEEE Systems Journal (IEEE ISJ’16), July, 2016 download pdf
S. Chakraborty, M. A. Al Faruque, W. Chang, D. Goswami, M. Wolf, Q. Zhu, “Automotive Cyber-Physical Systems: A Tutorial Introduction“, published in the IEEE Design & Test (IEEE D&T’16),Volume 33, Issue 4, Pages xx-xx, July.-Aug 2016 download pdf
(Tutorial Open Source Paper)
H. Lee, M. A. Al Faruque, “Run-time Scheduling Framework for Event-driven Applications on a GPU-based Embedded System“, published in the IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD’16), March, 2016 download pdf
M. A. Al Faruque, K. Vatanparvar: “Energy Management-as-a-Service Over Fog Computing Platform“, published in the IEEE Internet of Things Journal (IEEE IoT’15), August, 2015 download pdf
F. Kurdahi, M. Al Faruque, D. Gajski and A. Eltawil: “A Case Study to Develop a Graduate-level Degree Program in Embedded & Cyber-Physical Systems“, published in the ACM Special Interest Group on Embedded Systems (ACM SIGBED’16), 2016 download pdf
(Education Related Paper) Visit the Degree Program on CPS Webpage
J. Wan, A. Canedo, M. A. Al Faruque, “Cyber-Physical Co-Design at the Functional-Level for Multi-Domain Automotive Systems“, published in theIEEE Systems Journal (IEEE ISJ’15), March, 2015 download pdf
K. Vatanparvar, M. A. Al Faruque, “Design Space Exploration for the Profitability of a Rule Based Aggregator Business Model Within a Residential Microgrid”, published in the IEEE Transactions on Smart Grid (IEEE TSG’14), November, 2014. download pdf
J. Wan, A. Canedo, M. A. Al Faruque, “Functional Model-based Design Methodology for Automotive Cyber-Physical Systems“, published in the IEEE Systems Journal (IEEE ISJ’14), December, 2014 download pdf
A. Canedo, H. Ludwig, M. A. Al Faruque,”High Communication Throughput and Low Scan Cycle Time with Multi-/Many-Core Programmable Logic Controllers“, in IEEE Embedded Systems Letter (IEEE ESL’14), 2014. download pdf
Y. Lu, R. Kuruganty, M. A. Al Faruque, J. Ren, W. Zhang, P. Rosendall and D. Scheidt: “Risk based Multi-Agent Chilled Water Control System for a More Survivable Naval Ship“, published in the International Journal of Intelligent Control and Systems, March 2013 download pdf
M. A. Al Faruque, T. Ebi, J. Henkel: “AdNoC: Runtime Adaptive Network-on-Chip Architecture“, IEEE Transactions on Very Large Scale Integration Systems (TVLSI’10), Volume pp, Issue 99, Pages 1-13, 2010. download pdf
M. A. Al Faruque, J. Jahn, T. Ebi, J. Henkel: “Runtime Thermal Management Using Software Agents for Multi/Many-Core Architectures“, in the special issue on “Post-silicon Calibration and Repair“, IEEE Design & Test (D&T’10),Volume 27, Issue 6, Pages 58-68, Nov.-Dec 2010. download pdf
M. A. Al Faruque, J. Henkel: “QoS-Supported On-chip Communication for Multi-Processors“, in International Journal of Parallel Programming (IJPP’08), Volume 36, Number 1, Pages 114-139, February 2008. download pdf