Mohammad Abdullah Al Faruque
Orcid: 0000-0002-5390-0497Affiliations:
- University of California, Irvine, CA, USA
- Siemens Corporate Research (former)
- Curtin University, Perth, Australia (former)
- Karlsruhe Institute of Technology, Department of Computer Science (PhD 2009)
According to our database1,
Mohammad Abdullah Al Faruque
authored at least 185 papers
between 2005 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
HyperDetect: A Real-Time Hyperdimensional Solution for Intrusion Detection in IoT Networks.
IEEE Internet Things J., April, 2024
IEEE Internet Things J., April, 2024
PrivyNAS: Privacy-Aware Neural Architecture Search for Split Computing in Edge-Cloud Systems.
IEEE Internet Things J., February, 2024
Distributed Radiance Fields for Edge Video Compression and Metaverse Integration in Autonomous Driving.
CoRR, 2024
SMORE: Similarity-based Hyperdimensional Domain Adaptation for Multi-Sensor Time Series Classification.
CoRR, 2024
Rampo: A CEGAR-based Integration of Binary Code Analysis and System Falsification for Cyber-Kinetic Vulnerability Detection.
CoRR, 2024
LLM4PLC: Harnessing Large Language Models for Verifiable Programming of PLCs in Industrial Control Systems.
CoRR, 2024
RS2G: Data-Driven Scene-Graph Extraction and Embedding for Robust Autonomous Perception and Scenario Understanding.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
2023
MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment.
ACM Trans. Embed. Comput. Syst., October, 2023
IEEE Internet Things J., August, 2023
ACM Trans. Comput. Heal., July, 2023
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., June, 2023
Inter-Layer Scheduling Space Exploration for Multi-model Inference on Heterogeneous Chiplets.
CoRR, 2023
CoRR, 2023
RS2G: Data-Driven Scene-Graph Extraction and Embedding for Robust Autonomous Perception and Scenario Understanding.
CoRR, 2023
Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2023
CFG2VEC: Hierarchical Graph Neural Network for Cross-Architectural Software Reverse Engineering.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2023
EnergyShield: Provably-Safe Offloading of Neural Network Controllers for Energy Efficiency.
Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical Systems, 2023
DOMINO: Domain-Invariant Hyperdimensional Classification for Multi-Sensor Time Series Data.
Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023
Proceedings of the IEEE International Symposium on Hardware Oriented Security and Trust, 2023
HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023
SEO: Safety-Aware Energy Optimization Framework for Multi-Sensor Neural Controllers at the Edge.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023
Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023
Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis, 2023
2022
Golden Reference-Free Hardware Trojan Localization Using Graph Convolutional Network.
IEEE Trans. Very Large Scale Integr. Syst., 2022
IEEE Trans. Intell. Transp. Syst., 2022
IEEE Trans. Intell. Transp. Syst., 2022
IEEE Trans. Emerg. Top. Comput., 2022
Hierarchical Temporal Memory-Based One-Pass Learning for Real-Time Anomaly Detection and Simultaneous Data Prediction in Smart Grids.
IEEE Trans. Dependable Secur. Comput., 2022
ACM Trans. Cyber Phys. Syst., 2022
IACR Trans. Cryptogr. Hardw. Embed. Syst., 2022
Knowl. Based Syst., 2022
AHAR: Adaptive CNN for Energy-Efficient Human Activity Recognition in Low-Power Edge Devices.
IEEE Internet Things J., 2022
IEEE Internet Things J., 2022
Energy-Efficient Real-Time Heart Monitoring on Edge-Fog-Cloud Internet of Medical Things.
IEEE Internet Things J., 2022
Template Matching Based Early Exit CNN for Energy-efficient Myocardial Infarction Detection on Low-power Wearable Devices.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022
BayesImposter: Bayesian Estimation Based .bss Imposter Attack on Industrial Control Systems.
CoRR, 2022
CoRR, 2022
HALC: A Real-time In-sensor Defense against the Magnetic Spoofing Attack on Hall Sensors.
Proceedings of the 25th International Symposium on Research in Attacks, 2022
Neural Contextual Bandits Based Dynamic Sensor Selection for Low-Power Body-Area Networks.
Proceedings of the ISLPED '22: ACM/IEEE International Symposium on Low Power Electronics and Design, Boston, MA, USA, August 1, 2022
HydraFusion: Context-Aware Selective Sensor Fusion for Robust and Efficient Autonomous Vehicle Perception.
Proceedings of the 13th ACM/IEEE International Conference on Cyber-Physical Systems, 2022
Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022
Sensor Security: Current Progress, Research Challenges, and Future Roadmap (Invited Paper).
Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022
SELF-CARE: Selective Fusion with Context-Aware Low-Power Edge Computing for Stress Detection.
Proceedings of the 18th International Conference on Distributed Computing in Sensor Systems, 2022
EcoFusion: energy-aware adaptive sensor fusion for efficient autonomous vehicle perception.
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022
Proceedings of the 2022 ACM CCS Workshop on Additive Manufacturing (3D Printing) Security, 2022
A Wolf in Sheep's Clothing: Spreading Deadly Pathogens Under the Disguise of Popular Music.
Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022
BayesImposter: Bayesian Estimation Based.bss Imposter Attack on Industrial Control Systems.
Proceedings of the Annual Computer Security Applications Conference, 2022
2021
SideChannel-3D: Acoustic, Vibration, Magnetic, and Power Side-Channel 3D Printer Dataset.
Dataset, June, 2021
Channel State Information-Based Cryptographic Key Generation for Intelligent Transportation Systems.
IEEE Trans. Intell. Transp. Syst., 2021
Neuroscience-Inspired Algorithms for the Predictive Maintenance of Manufacturing Systems.
IEEE Trans. Ind. Informatics, 2021
IEEE Trans. Inf. Forensics Secur., 2021
IEEE Trans. Inf. Forensics Secur., 2021
SAGE: A Split-Architecture Methodology for Efficient End-to-End Autonomous Vehicle Control.
ACM Trans. Embed. Comput. Syst., 2021
IEEE Trans. Dependable Secur. Comput., 2021
IEEE Internet Things J., 2021
Wireless Qi-Powered, Multinodal and Multisensory Body Area Network for Mobile Health.
IEEE Internet Things J., 2021
CoRR, 2021
Technical Report for HW2VEC - A Graph Learning Tool for Automating Hardware Security.
CoRR, 2021
Establishing Digital Recognition and Identification of Microscopic Objects for Implementation of Artificial Intelligence (AI) Guided Microassembly.
CoRR, 2021
Proceedings of the 22nd International Symposium on Quality Electronic Design, 2021
EExNAS: Early-Exit Neural Architecture Search Solutions for Low-Power Wearable Devices.
Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2021
Proceedings of the IEEE International Symposium on Hardware Oriented Security and Trust, 2021
Feature Augmented Hybrid CNN for Stress Recognition Using Wrist-based Photoplethysmography Sensor.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Energy-efficient Blood Pressure Monitoring based on Single-site Photoplethysmogram on Wearable Devices.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
Single-Channel EEG Based Arousal Level Estimation Using Multitaper Spectrum Estimation at Low-Power Wearable Devices.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
GNN4TJ: Graph Neural Networks for Hardware Trojan Detection at Register Transfer Level.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021
Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021
LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies.
Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021
Two Might Do: A Beat-by-Beat Classification of Cardiac Abnormalities Using Deep Learning with Domain-Specific Features.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021
Energy-Aware Design Methodology for Myocardial Infarction Detection on Low-Power Wearable Devices.
Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021
2020
Proceedings of the 29th USENIX Security Symposium, 2020
Eve, You Shall Not Get Access! A Cyber-Physical Blockchain Architecture for Electronic Toll Collection Security.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020
Proceedings of the 11th ACM/IEEE International Conference on Cyber-Physical Systems, 2020
Hierarchical Temporal Memory Based Machine Learning for Real-Time, Unsupervised Anomaly Detection in Smart Grid: WiP Abstract.
Proceedings of the 11th ACM/IEEE International Conference on Cyber-Physical Systems, 2020
Special Session: Noninvasive Sensor-Spoofing Attacks on Embedded and Cyber-Physical Systems.
Proceedings of the 38th IEEE International Conference on Computer Design, 2020
IoT-CAD: Context-Aware Adaptive Anomaly Detection in IoT Systems Through Sensor Association.
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020
Leaky DNN: Stealing Deep-Learning Model Secret with GPU Context-Switching Side-Channel.
Proceedings of the 50th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2020
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
2019
Extended Range Electric Vehicle With Driving Behavior Estimation in Energy Management.
IEEE Trans. Smart Grid, 2019
Physical Layer Key Generation: Securing Wireless Communication in Automotive Cyber-Physical Systems.
ACM Trans. Cyber Phys. Syst., 2019
Security of Emergent Automotive Systems: A Tutorial Introduction and Perspectives on Practice.
IEEE Des. Test, 2019
Report of the Fourth International Workshop on Design Automation for Cyber-Physical Systems (DACPS) 2019.
IEEE Des. Test, 2019
Proceedings of the 26th Annual Network and Distributed System Security Symposium, 2019
QUILT: quality inference from living digital twins in IoT-enabled manufacturing systems.
Proceedings of the International Conference on Internet of Things Design and Implementation, 2019
Self-Secured Control with Anomaly Detection and Recovery in Automotive Cyber-Physical Systems.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019
GAN-Sec: Generative Adversarial Network Modeling for the Security Analysis of Cyber-Physical Production Systems.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019
2018
IEEE Trans. Inf. Forensics Secur., 2018
Design and Analysis of Battery-Aware Automotive Climate Control for Electric Vehicles.
ACM Trans. Embed. Comput. Syst., 2018
Confidentiality Breach Through Acoustic Side-Channel in Cyber-Physical Additive Manufacturing Systems.
ACM Trans. Cyber Phys. Syst., 2018
IEEE Trans. Computers, 2018
Maintaining the Design Intent in the Synthesis of 3-D and 1-D System Models Using Constraints.
IEEE Syst. J., 2018
Manufacturing Supply Chain and Product Lifecycle Security in the Era of Industry 4.0.
J. Hardw. Syst. Secur., 2018
IEEE Des. Test, 2018
IEEE Des. Test, 2018
CoRR, 2018
Proceedings of the 21st Euromicro Conference on Digital System Design, 2018
2017
ACM Trans. Design Autom. Electr. Syst., 2017
ACM Trans. Design Autom. Electr. Syst., 2017
IEEE Trans. Multi Scale Comput. Syst., 2017
IEEE Syst. J., 2017
IEEE Syst. J., 2017
J. Hardw. Syst. Secur., 2017
IET Cyper-Phys. Syst.: Theory & Appl., 2017
IEEE Des. Test, 2017
Proceedings of the Second International Conference on Internet-of-Things Design and Implementation, 2017
EcoLoc: Toward Universal Location Sensing by Encounter-Based Collaborative Indoor Localization.
Proceedings of the Second International Conference on Internet-of-Things Design and Implementation, 2017
ACQUA: Adaptive and cooperative quality-aware control for automotive cyber-physical systems.
Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017
Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017
Fix the leak! an information leakage aware secured cyber-physical manufacturing system.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017
Proceedings of the 54th Annual Design Automation Conference, 2017
Proceedings of the 54th Annual Design Automation Conference, 2017
Driving behavior modeling and estimation for battery optimization in electric vehicles: work-in-progress.
Proceedings of the Twelfth IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis Companion, 2017
Proceedings of the 13th IEEE Conference on Automation Science and Engineering, 2017
Proceedings of the 22nd Asia and South Pacific Design Automation Conference, 2017
2016
Run-Time Scheduling Framework for Event-Driven Applications on a GPU-Based Embedded System.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016
A case study to develop a graduate-level degree program in embedded & cyber-physical systems.
SIGBED Rev., 2016
IEEE Internet Things J., 2016
Exploiting Wireless Channel Randomness to Generate Keys for Automotive Cyber-Physical System Security.
Proceedings of the 7th ACM/IEEE International Conference on Cyber-Physical Systems, 2016
Proceedings of the 7th ACM/IEEE International Conference on Cyber-Physical Systems, 2016
Proceedings of the 7th ACM/IEEE International Conference on Cyber-Physical Systems, 2016
Proceedings of the 7th ACM/IEEE International Conference on Cyber-Physical Systems, 2016
Proceedings of the 7th ACM/IEEE International Conference on Cyber-Physical Systems, 2016
KCAD: kinetic cyber-attack detection method for cyber-physical additive manufacturing systems.
Proceedings of the 35th International Conference on Computer-Aided Design, 2016
OTEM: Optimized Thermal and Energy Management for Hybrid Electrical Energy Storage in Electric Vehicles.
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016
PAIS: Parallelization aware instruction scheduling for improving soft-error reliability of GPU-based systems.
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016
Security and privacy challenges in IoT-based machine-to-machine collaborative scenarios.
Proceedings of the Eleventh IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis, 2016
Proceedings of the 21st Asia and South Pacific Design Automation Conference, 2016
2015
Design Space Exploration for the Profitability of a Rule-Based Aggregator Business Model Within a Residential Microgrid.
IEEE Trans. Smart Grid, 2015
Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2015
Proceedings of the 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2015
Model-based design of time-triggered real-time embedded systems for digital manufacturing.
Proceedings of the 18th International Conference on Hybrid Systems: Computation and Control, 2015
Proceedings of the 20th IEEE Conference on Emerging Technologies & Factory Automation, 2015
Model-Based Design of Time-Triggered Real-Time Embedded systems for industrial automation.
Proceedings of the 20th IEEE Conference on Emerging Technologies & Factory Automation, 2015
Proceedings of the 52nd Annual Design Automation Conference, 2015
Models, abstractions, and architectures: the missing links in cyber-physical systems.
Proceedings of the 52nd Annual Design Automation Conference, 2015
Proceedings of the 2015 International Conference on Hardware/Software Codesign and System Synthesis, 2015
2014
High Communication Throughput and Low Scan Cycle Time with Multi/Many-Core Programmable Logic Controllers.
IEEE Embed. Syst. Lett., 2014
GridMat: Matlab toolbox for GridLAB-D to analyze grid impact and validate residential microgrid level energy management algorithms.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2014
RAMP: Impact of rule based aggregator business model for residential microgrid of prosumers including distributed energy resources.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2014
Functional modeling compiler for system-level design of automotive cyber-physical systems.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2014
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014
Multi-disciplinary integrated design automation tool for automotive cyber-physical systems.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2014
Proceedings of the 19th Asia and South Pacific Design Automation Conference, 2014
2013
CoRR, 2013
Context-sensitive synthesis of executable functional models of cyber-physical systems.
Proceedings of the ACM/IEEE 4th International Conference on Cyber-Physical Systems (with CPS Week 2013), 2013
2012
IEEE Trans. Very Large Scale Integr. Syst., 2012
Proceedings of the 3rd International Conference on Ambient Systems, 2012
Proceedings of the REACTION 2012, 2012
Proceedings of the Sixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing, 2012
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012
Towards parallel execution of IEC 61131 industrial cyber-physical systems applications.
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012
2011
Proceedings of the Design, Automation and Test in Europe, 2011
Dynamic thermal management in 3D multi-core architecture through run-time adaptation.
Proceedings of the Design, Automation and Test in Europe, 2011
2010
Runtime Thermal Management Using Software Agents for Multi- and Many-Core Architectures.
IEEE Des. Test Comput., 2010
Proceedings of the iiWAS'2010, 2010
NeuroNoC: neural network inspired runtime adaptation for an on-chip communication architecture.
Proceedings of the 8th International Conference on Hardware/Software Codesign and System Synthesis, 2010
2009
Proceedings of the 2009 International Conference on Computer-Aided Design, 2009
Proceedings of the Design, Automation and Test in Europe, 2009
2008
Int. J. Parallel Program., 2008
Proceedings of the 2008 International Conference on Computer-Aided Design, 2008
Minimizing Virtual Channel Buffer for Routers in On-chip Communication Architectures.
Proceedings of the Design, Automation and Test in Europe, 2008
ADAM: run-time agent-based distributed application mapping for on-chip communication.
Proceedings of the 45th Design Automation Conference, 2008
2007
Proceedings of the 2007 International Conference on Computer-Aided Design, 2007
Transaction Specific Virtual Channel Allocation in QoS Supported On-chip Communication.
Proceedings of the IEEE International Conference on Application-Specific Systems, 2007
2006
Proceedings of the 4th International Conference on Hardware/Software Codesign and System Synthesis, 2006
2005
Proceedings of the 42nd Design Automation Conference, 2005