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ORCIDMohammad Abdullah Al Faruque
Person information
- 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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Books and Theses
- 2009
[b1]Mohammad Abdullah Al Faruque:
Runtime Adaptive System-on-Chip Communication Architecture. Karlsruhe Institute of Technology, 2009
Journal Articles
- 2024
- [j63]Mohanad Odema
, Mohammad Abdullah Al Faruque:
PrivyNAS: Privacy-Aware Neural Architecture Search for Split Computing in Edge-Cloud Systems. IEEE Internet Things J. 11(4): 6638-6651 (2024) - [j62]Mojtaba Taherisadr, Mohammad Abdullah Al Faruque, Salma Elmalaki:
ERUDITE: Human-in-the-Loop IoT for an Adaptive Personalized Learning System. IEEE Internet Things J. 11(8): 14532-14550 (2024) - [j61]Junyao Wang, Haocheng Xu, Yonatan Gizachew Achamyeleh, Sitao Huang, Mohammad Abdullah Al Faruque:
HyperDetect: A Real-Time Hyperdimensional Solution for Intrusion Detection in IoT Networks. IEEE Internet Things J. 11(8): 14844-14856 (2024) - [j60]Trier Mortlock, Arnav V. Malawade, Kohei Tsujio, Mohammad Abdullah Al Faruque:
CASTNet: A Context-Aware, Spatio-Temporal Dynamic Motion Prediction Ensemble for Autonomous Driving. ACM Trans. Cyber Phys. Syst. 8(2): 23 (2024) - [j59]Trier Mortlock, Mohammad Abdullah Al Faruque:
Adaptive Data Fusion for State Estimation and Control of Power Grids Under Attack. IEEE Trans. Ind. Informatics 20(9): 11115-11126 (2024) - 2023
- [j58]Anomadarshi Barua, Mohammad Abdullah Al Faruque:
Hardware/Software Co-Design for Sensor Security. Computer 56(5): 122-125 (2023) - [j57]Berken Utku Demirel, Luke Chen, Mohammad Abdullah Al Faruque:
Data-driven Energy-efficient Adaptive Sampling Using Deep Reinforcement Learning. ACM Trans. Comput. Heal. 4(3): 19:1-19:19 (2023) - [j56]Nafiul Rashid, Trier Mortlock, Mohammad Abdullah Al Faruque:
Stress Detection Using Context-Aware Sensor Fusion From Wearable Devices. IEEE Internet Things J. 10(16): 14114-14127 (2023) - [j55]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) - [j54]Mohanad Odema, Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, Mohammad Abdullah Al Faruque:
MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment. ACM Trans. Embed. Comput. Syst. 22(5s): 108:1-108:26 (2023) - 2022
- [j53]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]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]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]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]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]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]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]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]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]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]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]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) - 2021
- [j41]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) - [j40]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]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) - [j38]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) - [j37]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) - [j36]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) - [j35]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]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]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) - 2020
- [j32]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) - 2019
- [j31]Sandip Ray, Ahmad-Reza Sadeghi, Mohammad Abdullah Al Faruque:
Guest Editors' Introduction: Secure Automotive Systems. IEEE Des. Test 36(6): 5-6 (2019) - [j30]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) - [j29]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]Francesco Regazzoni, Arquimedes Canedo, Mohammad Abdullah Al Faruque:
Guest Editors' Introduction. IEEE Embed. Syst. Lett. 11(4): 101 (2019) - [j27]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]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) - 2018
- [j25]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) - [j24]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) - [j23]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) - [j22]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) - [j21]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) - [j20]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]Korosh Vatanparvar, Mohammad Abdullah Al Faruque:
Design and Analysis of Battery-Aware Automotive Climate Control for Electric Vehicles. ACM Trans. Embed. Comput. Syst. 17(4): 74:1-74:22 (2018) - [j18]Sujit Rokka Chhetri, Sina Faezi, Mohammad Abdullah Al Faruque:
Information Leakage-Aware Computer-Aided Cyber-Physical Manufacturing. IEEE Trans. Inf. Forensics Secur. 13(9): 2333-2344 (2018) - 2017
- [j17]Sujit Rokka Chhetri, Mohammad Abdullah Al Faruque:
Side Channels of Cyber-Physical Systems: Case Study in Additive Manufacturing. IEEE Des. Test 34(4): 18-25 (2017) - [j16]Korosh Vatanparvar, Sani Fakhouri, Mst-Ayesha Siddika, Mohammad Abdullah Al Faruque:
Compartmentalisation-based design automation method for power grid. IET Cyper-Phys. Syst.: Theory & Appl. 2(1): 20-27 (2017) - [j15]Anthony Bahadir Lopez, Korosh Vatanparvar, Atul Prasad Deb Nath, Shuo Yang, Swarup Bhunia, Mohammad Abdullah Al Faruque:
A Security Perspective on Battery Systems of the Internet of Things. J. Hardw. Syst. Secur. 1(2): 188-199 (2017) - [j14]Jiang Wan, Arquimedes Canedo, Mohammad Abdullah Al Faruque:
Functional Model-Based Design Methodology for Automotive Cyber-Physical Systems. IEEE Syst. J. 11(4): 2028-2039 (2017) - [j13]Jiang Wan, Arquimedes Canedo, Mohammad Abdullah Al Faruque:
Cyber-Physical Codesign at the Functional Level for Multidomain Automotive Systems. IEEE Syst. J. 11(4): 2949-2959 (2017) - [j12]Haeseung Lee, Mohammad Abdullah Al Faruque:
GPU Architecture Aware Instruction Scheduling for Improving Soft-Error Reliability. IEEE Trans. Multi Scale Comput. Syst. 3(2): 86-99 (2017) - [j11]Korosh Vatanparvar, Mohammad Abdullah Al Faruque:
Application-Specific Residential Microgrid Design Methodology. ACM Trans. Design Autom. Electr. Syst. 22(3): 44:1-44:21 (2017) - [j10]Korosh Vatanparvar, Mohammad Abdullah Al Faruque:
Electric Vehicle Optimized Charge and Drive Management. ACM Trans. Design Autom. Electr. Syst. 23(1): 3:1-3:25 (2017) - 2016
- [j9]Samarjit Chakraborty, Mohammad Abdullah Al Faruque, Wanli Chang, Dip Goswami, Marilyn Wolf, Qi Zhu:
Automotive Cyber-Physical Systems: A Tutorial Introduction. IEEE Des. Test 33(4): 92-108 (2016) - [j8]Mohammad Abdullah Al Faruque, Korosh Vatanparvar:
Energy Management-as-a-Service Over Fog Computing Platform. IEEE Internet Things J. 3(2): 161-169 (2016) - [j7]Fadi J. Kurdahi, Mohammad Abdullah Al Faruque, Daniel Gajski, Ahmed M. Eltawil:
A case study to develop a graduate-level degree program in embedded & cyber-physical systems. SIGBED Rev. 14(1): 16-21 (2016) - [j6]Haeseung Lee, Mohammad Abdullah Al Faruque:
Run-Time Scheduling Framework for Event-Driven Applications on a GPU-Based Embedded System. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35(12): 1956-1967 (2016) - 2015
- [j5]Korosh Vatanparvar, Mohammad Abdullah Al Faruque:
Design Space Exploration for the Profitability of a Rule-Based Aggregator Business Model Within a Residential Microgrid. IEEE Trans. Smart Grid 6(3): 1167-1175 (2015) - 2014
- [j4]Arquimedes Canedo, Hartmut Ludwig, Mohammad Abdullah Al Faruque:
High Communication Throughput and Low Scan Cycle Time with Multi/Many-Core Programmable Logic Controllers. IEEE Embed. Syst. Lett. 6(2): 21-24 (2014) - 2012
- [j3]Mohammad Abdullah Al Faruque, Thomas Ebi, Jörg Henkel:
AdNoC: Runtime Adaptive Network-on-Chip Architecture. IEEE Trans. Very Large Scale Integr. Syst. 20(2): 257-269 (2012) - 2010
- [j2]Mohammad Abdullah Al Faruque, Janmartin Jahn, Jörg Henkel:
Runtime Thermal Management Using Software Agents for Multi- and Many-Core Architectures. IEEE Des. Test Comput. 27(6): 58-68 (2010) - 2008
- [j1]Mohammad Abdullah Al Faruque, Jörg Henkel:
QoS-supported On-chip Communication for Multi-processors. Int. J. Parallel Program. 36(1): 114-139 (2008)
Conference and Workshop Papers
- 2024
- [c107]Rozhin Yasaei, Yasamin Moghaddas, Mohammad Abdullah Al Faruque:
IoT-GRAF: IoT Graph Learning-Based Anomaly and Intrusion Detection Through Multi-Modal Data Fusion. DATE 2024: 1-6 - [c106]Kohei Tsujio, Mohammad Abdullah Al Faruque, Yasser Shoukry:
Rampo: A CEGAR-based Integration of Binary Code Analysis and System Falsification for Cyber-Kinetic Vulnerability Detection. ICCPS 2024: 45-54 - [c105]Mohamad Fakih, Rahul Dharmaji, Yasamin Moghaddas, Gustavo Quiros, Oluwatosin Ogundare, Mohammad Abdullah Al Faruque:
LLM4PLC: Harnessing Large Language Models for Verifiable Programming of PLCs in Industrial Control Systems. ICSE-SEIP 2024: 192-203 - [c104]Eugen Slapak, Matús Dopiriak, Mohammad Abdullah Al Faruque, Juraj Gazda, Marco Levorato:
Distributed Radiance Fields for Edge Video Compression and Metaverse Integration in Autonomous Driving. SMARTCOMP 2024: 71-76 - [c103]Junyao Wang, Arnav Vaibhav Malawade, Junhong Zhou, Shih-Yuan Yu, Mohammad Abdullah Al Faruque:
RS2G: Data-Driven Scene-Graph Extraction and Embedding for Robust Autonomous Perception and Scenario Understanding. WACV 2024: 7478-7487 - 2023
- [c102]Mohammad Abdullah Al Faruque, Muhammad Shafique:
Message from the Program Chair. CODES+ISSS 2023: viii - [c101]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. DAC 2023: 1-6 - [c100]Mohanad Odema, James Ferlez, Yasser Shoukry, Mohammad Abdullah Al Faruque:
SEO: Safety-Aware Energy Optimization Framework for Multi-Sensor Neural Controllers at the Edge. DAC 2023: 1-6 - [c99]Halima Bouzidi, Mohanad Odema, Hamza Ouarnoughi, Mohammad Abdullah Al Faruque, Smaïl Niar:
HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling. DATE 2023: 1-6 - [c98]Anomadarshi Barua, Mohammad Abdullah Al Faruque:
MagHop: Magnetic Spectrum Hopping for Securing Voltage and Current Magnetic Sensors. HOST 2023: 203-214 - [c97]Junyao Wang, Luke Chen, Mohammad Abdullah Al Faruque:
DOMINO: Domain-Invariant Hyperdimensional Classification for Multi-Sensor Time Series Data. ICCAD 2023: 1-9 - [c96]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 - [c95]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. ICSE-SEIP 2023: 281-291 - [c94]Yifan Zhang, Arnav Vaibhav Malawade, Xiaofang Zhang, Yuhui Li, DongHwan Seong, Mohammad Abdullah Al Faruque, Sitao Huang:
CARMA: Context-Aware Runtime Reconfiguration for Energy-Efficient Sensor Fusion. ISLPED 2023: 1-6 - 2022
- [c93]Anomadarshi Barua, Lelin Pan, Mohammad Abdullah Al Faruque:
BayesImposter: Bayesian Estimation Based.bss Imposter Attack on Industrial Control Systems. ACSAC 2022: 440-454 - [c92]Mohammad Abdullah Al Faruque:
Cross-Layer Security of Embedded and Cyber-Physical Systems. AMSec@CCS 2022: 39-40 - [c91]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]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]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]Anomadarshi Barua, Mohammad Abdullah Al Faruque:
Sensor Security: Current Progress, Research Challenges, and Future Roadmap (Invited Paper). ICCAD 2022: 12:1-12:7 - [c87]Luke Chen, Mohanad Odema, Mohammad Abdullah Al Faruque:
Romanus: Robust Task Offloading in Modular Multi-Sensor Autonomous Driving Systems. ICCAD 2022: 162:1-162:8 - [c86]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]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]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 - 2021
- [c83]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 - [c82]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 - [c81]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 - [c80]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 - [c79]Mohammad Abdullah Al Faruque, Deepan Muthirayan, Shih-Yuan Yu, Pramod P. Khargonekar:
Cognitive Digital Twin for Manufacturing Systems. DATE 2021: 440-445 - [c78]Sina Faezi, Rozhin Yasaei, Mohammad Abdullah Al Faruque:
HTnet: Transfer Learning for Golden Chip-Free Hardware Trojan Detection. DATE 2021: 1484-1489 - [c77]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 - [c76]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 - [c75]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 - [c74]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]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]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]Mohanad Odema, Nafiul Rashid, Mohammad Abdullah Al Faruque:
EExNAS: Early-Exit Neural Architecture Search Solutions for Low-Power Wearable Devices. ISLPED 2021: 1-6 - [c70]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 - 2020
- [c69]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]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]Nafiul Rashid, Mohammad Abdullah Al Faruque:
Energy-efficient Real-time Myocardial Infarction Detection on Wearable Devices. EMBC 2020: 4648-4651 - [c66]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]Anomadarshi Barua, Mohammad Abdullah Al Faruque:
Special Session: Noninvasive Sensor-Spoofing Attacks on Embedded and Cyber-Physical Systems. ICCD 2020: 45-48 - [c64]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 - [c63]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 - [c62]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]Anomadarshi Barua, Mohammad Abdullah Al Faruque:
Hall Spoofing: A Non-Invasive DoS Attack on Grid-Tied Solar Inverter. USENIX Security Symposium 2020: 1273-1290 - 2019
- [c60]Nafiul Rashid, Gustavo Quiros, Mohammad Abdullah Al Faruque:
A Survivability-Aware Cyber-Physical Systems Design Methodology. CASE 2019: 848-853 - [c59]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]Korosh Vatanparvar, Mohammad Abdullah Al Faruque:
Self-Secured Control with Anomaly Detection and Recovery in Automotive Cyber-Physical Systems. DATE 2019: 788-793 - [c57]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 - [c56]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 - 2018
- [c55]Davit Hovhannisyan, Ahmed M. Eltawil, Mohammad Abdullah Al Faruque, Fadi J. Kurdahi:
Circuit Inspired Modeling Method for Irrigation. DSD 2018: 328-335 - 2017
- [c54]Sujit Rokka Chhetri, Jiang Wan, Mohammad Abdullah Al Faruque:
Cross-domain security of cyber-physical systems. ASP-DAC 2017: 200-205 - [c53]Nafiul Rashid, Jiang Wan, Gustavo Quiros, Arquimedes Canedo, Mohammad Abdullah Al Faruque:
Modeling and simulation of cyberattacks for resilient cyber-physical systems. CASE 2017: 988-993 - [c52]Korosh Vatanparvar, Sina Faezi, Igor Burago, Marco Levorato, Mohammad Abdullah Al Faruque:
Driving behavior modeling and estimation for battery optimization in electric vehicles: work-in-progress. CODES+ISSS 2017: 15:1-15:2 - [c51]Sandip Ray, Wen Chen, Jayanta Bhadra, Mohammad Abdullah Al Faruque:
Extensibility in Automotive Security: Current Practice and Challenges: Invited. DAC 2017: 14:1-14:6 - [c50]Haeseung Lee, Muhammad Shafique, Mohammad Abdullah Al Faruque:
Low-overhead Aging-aware Resource Management on Embedded GPUs. DAC 2017: 67:1-67:6 - [c49]Sujit Rokka Chhetri, Sina Faezi, Mohammad Abdullah Al Faruque:
Fix the leak! an information leakage aware secured cyber-physical manufacturing system. DATE 2017: 1408-1413 - [c48]Korosh Vatanparvar, Mohammad Abdullah Al Faruque:
ACQUA: Adaptive and cooperative quality-aware control for automotive cyber-physical systems. ICCAD 2017: 193-200 - [c47]Sujit Rokka Chhetri, Nafiul Rashid, Sina Faezi, Mohammad Abdullah Al Faruque:
Security trends and advances in manufacturing systems in the era of industry 4.0. ICCAD 2017: 1039-1046 - [c46]Hsinchung Chen, Yi-Lin Chen, Chia Hsun Wu, Mohammad Abdullah Al Faruque, Pai H. Chou:
EcoLoc: Toward Universal Location Sensing by Encounter-Based Collaborative Indoor Localization. IoTDI 2017: 215-220 - [c45]Hsinchung Chen, Yi-Lin Chen, Chia Hsun Wu, Mohammad Abdullah Al Faruque, Pai H. Chou:
EcoLoc: Encounter-Based Collaborative Indoor Localization: Poster Abstract. IoTDI 2017: 337-338 - 2016
- [c44]Mohammad Abdullah Al Faruque, Korosh Vatanparvar:
Modeling, analysis, and optimization of Electric Vehicle HVAC systems. ASP-DAC 2016: 423-428 - [c43]Hsinchung Chen, Mohammad Abdullah Al Faruque, Pai H. Chou:
Security and privacy challenges in IoT-based machine-to-machine collaborative scenarios. CODES+ISSS 2016: 30:1-30:2 - [c42]Korosh Vatanparvar, Mohammad Abdullah Al Faruque:
OTEM: Optimized Thermal and Energy Management for Hybrid Electrical Energy Storage in Electric Vehicles. DATE 2016: 19-24 - [c41]Haeseung Lee, Hsinchung Chen, Mohammad Abdullah Al Faruque:
PAIS: Parallelization aware instruction scheduling for improving soft-error reliability of GPU-based systems. DATE 2016: 1568-1573 - [c40]Sujit Rokka Chhetri, Arquimedes Canedo, Mohammad Abdullah Al Faruque:
KCAD: kinetic cyber-attack detection method for cyber-physical additive manufacturing systems. ICCAD 2016: 74 - [c39]Jiang Wan, Anthony Bahadir Lopez, Mohammad Abdullah Al Faruque:
Exploiting Wireless Channel Randomness to Generate Keys for Automotive Cyber-Physical System Security. ICCPS 2016: 13:1-13:10 - [c38]Mohammad Abdullah Al Faruque, Sujit Rokka Chhetri, Arquimedes Canedo, Jiang Wan:
Acoustic Side-Channel Attacks on Additive Manufacturing Systems. ICCPS 2016: 19:1-19:10 - [c37]Korosh Vatanparvar, Mohammad Abdullah Al Faruque:
Eco-Friendly Automotive Climate Control and Navigation System for Electric Vehicles. ICCPS 2016: 21:1-21:10 - [c36]Sujit Rokka Chhetri, Sina Faezi, Arquimedes Canedo, Mohammad Abdullah Al Faruque:
Poster Abstract: Thermal Side-Channel Forensics in Additive Manufacturing Systems. ICCPS 2016: 22:1 - [c35]Davit Hovhannisyan, Fadi J. Kurdahi, Ahmed M. Eltawil, Amir Aghakouchak, Mohammad Abdullah Al Faruque:
Poster Abstract: Unifying Modeling Substrate for Irrigation Cyber-Physical Systems. ICCPS 2016: 31:1 - 2015
- [c34]Mohammad Abdullah Al Faruque, Francesco Regazzoni, Miroslav Pajic:
Design methodologies for securing cyber-physical systems. CODES+ISSS 2015: 30-36 - [c33]Korosh Vatanparvar, Mohammad Abdullah Al Faruque:
Battery lifetime-aware automotive climate control for electric vehicles. DAC 2015: 37:1-37:6 - [c32]Bharathan Balaji, Mohammad Abdullah Al Faruque, Nikil D. Dutt, Rajesh K. Gupta, Yuvraj Agarwal:
Models, abstractions, and architectures: the missing links in cyber-physical systems. DAC 2015: 82:1-82:6 - [c31]Jiang Wan, Arquimedes Canedo, Mohammad Abdullah Al Faruque:
Model-Based Design of Time-Triggered Real-Time Embedded systems for industrial automation. ETFA 2015: 1-6 - [c30]Jiang Wan, Arquimedes Canedo, Mohammad Abdullah Al Faruque:
Security-aware functional modeling of Cyber-Physical Systems. ETFA 2015: 1-4 - [c29]Jiang Wan, Arquimedes Canedo, Mohammad Abdullah Al Faruque:
Model-based design of time-triggered real-time embedded systems for digital manufacturing. HSCC 2015: 295-296 - [c28]Korosh Vatanparvar, Mohammad Abdullah Al Faruque:
Energy management as a service over fog computing platform. ICCPS 2015: 248-249 - [c27]Korosh Vatanparvar, Quan Chau, Mohammad Abdullah Al Faruque:
Home energy management as a service over networking platforms. ISGT 2015: 1-5 - [c26]Korosh Vatanparvar, Jiang Wan, Mohammad Abdullah Al Faruque:
Battery-aware energy-optimal Electric Vehicle driving management. ISLPED 2015: 353-358 - 2014
- [c25]Mohammad Abdullah Al Faruque, Fereidoun Ahourai:
A model-based design of Cyber-Physical Energy Systems. ASP-DAC 2014: 97-104 - [c24]Arquimedes Canedo, Mohammad Abdullah Al Faruque, Jan H. Richter:
Multi-disciplinary integrated design automation tool for automotive cyber-physical systems. DATE 2014: 1-2 - [c23]Haeseung Lee, Mohammad Abdullah Al Faruque:
GPU-EvR: Run-time event based real-time scheduling framework on GPGPU platform. DATE 2014: 1-6 - [c22]Arquimedes Canedo, Jiang Wan, Mohammad Abdullah Al Faruque:
Functional modeling compiler for system-level design of automotive cyber-physical systems. ICCAD 2014: 39-46 - [c21]Mohammad Abdullah Al Faruque:
RAMP: Impact of rule based aggregator business model for residential microgrid of prosumers including distributed energy resources. ISGT 2014: 1-6 - [c20]Mohammad Abdullah Al Faruque, Fereidoun Ahourai:
GridMat: Matlab toolbox for GridLAB-D to analyze grid impact and validate residential microgrid level energy management algorithms. ISGT 2014: 1-5 - 2013
- [c19]Arquimedes Canedo, Eric Schwarzenbach, Mohammad Abdullah Al Faruque:
Context-sensitive synthesis of executable functional models of cyber-physical systems. ICCPS 2013: 99-108 - 2012
- [c18]Mohammad Abdullah Al Faruque, Arquimedes Canedo:
Intelligent and collaborative embedded computing in automation engineering. DATE 2012: 344-345 - [c17]Arquimedes Canedo, Mohammad Abdullah Al Faruque:
Towards parallel execution of IEC 61131 industrial cyber-physical systems applications. DATE 2012: 554-557 - [c16]Sazia Parvin, Song Han, Zia ur Rehman, Mohammad Abdullah Al Faruque, Farookh Khadeer Hussain:
A New Identity-Based Group Signature Scheme Based on Knapsack ECC. IMIS 2012: 73-80 - [c15]Muhammad Umer Tariq, Mohammad Abdullah Al Faruque, Santiago Grijalva, Marilyn Wolf:
Towards a generic, service oriented framework for distributed real-time systems. REACTION 2012 - [c14]Sazia Parvin, Farookh Khadeer Hussain, Omar Khadeer Hussain, Mohammad Abdullah Al Faruque:
Trust-based Throughput in Cognitive Radio Networks. ANT/MobiWIS 2012: 713-720 - 2011
- [c13]Fazal Hameed, Mohammad Abdullah Al Faruque, Jörg Henkel:
Dynamic thermal management in 3D multi-core architecture through run-time adaptation. DATE 2011: 299-304 - [c12]Janmartin Jahn, Mohammad Abdullah Al Faruque, Jörg Henkel:
CARAT: Context-aware runtime adaptive task migration for multi core architectures. DATE 2011: 515-520 - 2010
- [c11]Thomas Ebi, Mohammad Abdullah Al Faruque, Jörg Henkel:
NeuroNoC: neural network inspired runtime adaptation for an on-chip communication architecture. CODES+ISSS 2010: 223-230 - [c10]Sazia Parvin, Song Han, Farookh Khadeer Hussain, Mohammad Abdullah Al Faruque:
Trust based security for cognitive radio networks. iiWAS 2010: 743-748 - 2009
- [c9]Mohammad Abdullah Al Faruque, Thomas Ebi, Jörg Henkel:
Configurable links for runtime adaptive on-chip communication. DATE 2009: 256-261 - [c8]Thomas Ebi, Mohammad Abdullah Al Faruque, Jörg Henkel:
TAPE: Thermal-aware agent-based power econom multi/many-core architectures. ICCAD 2009: 302-309 - 2008
- [c7]Mohammad Abdullah Al Faruque, Rudolf Krist, Jörg Henkel:
ADAM: run-time agent-based distributed application mapping for on-chip communication. DAC 2008: 760-765 - [c6]Mohammad Abdullah Al Faruque, Jörg Henkel:
Minimizing Virtual Channel Buffer for Routers in On-chip Communication Architectures. DATE 2008: 1238-1243 - [c5]Mohammad Abdullah Al Faruque, Thomas Ebi, Jörg Henkel:
ROAdNoC: runtime observability for an adaptive network on chip architecture. ICCAD 2008: 543-548 - 2007
- [c4]Mohammad Abdullah Al Faruque, Jörg Henkel:
Transaction Specific Virtual Channel Allocation in QoS Supported On-chip Communication. ASAP 2007: 48-53 - [c3]Mohammad Abdullah Al Faruque, Thomas Ebi, Jörg Henkel:
Run-time adaptive on-chip communication scheme. ICCAD 2007: 26-31 - 2006
- [c2]Mohammad Abdullah Al Faruque, Gereon Weiss, Jörg Henkel:
Bounded arbitration algorithm for QoS-supported on-chip communication. CODES+ISSS 2006: 76-81 - 2005
- [c1]Kingshuk Karuri, Mohammad Abdullah Al Faruque, Stefan Kraemer, Rainer Leupers, Gerd Ascheid, Heinrich Meyr:
Fine-grained application source code profiling for ASIP design. DAC 2005: 329-334
Editorship
- 2017
- [e1]Marcelo Götz, Gunar Schirner, Marco Aurélio Wehrmeister, Mohammad Abdullah Al Faruque, Achim Rettberg:
System Level Design from HW/SW to Memory for Embedded Systems - 5th IFIP TC 10 International Embedded Systems Symposium, IESS 2015, Foz do Iguaçu, Brazil, November 3-6, 2015, Proceedings. IFIP Advances in Information and Communication Technology 523, Springer 2017, ISBN 978-3-319-90022-3 [contents]
Data and Artifacts
- 2022
- [d4]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]Rozhin Yasaei, Sina Faezi, Mohammad Abdullah Al Faruque:
Hardware Trojan Power & EM Side-Channel dataset. IEEE DataPort, 2022 - 2021
- [d2]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 - [d1]Rozhin Yasaei, Shih-Yuan Yu, Qingrong Zhou, Mohammad Abdullah Al Faruque:
Hardware Design Dataset for Circuit Graph Analysis. IEEE DataPort, 2021
Informal and Other Publications
- 2024
- [i46]Mohamad Fakih, Rahul Dharmaji, Yasamin Moghaddas, Gustavo Quiros Araya, Oluwatosin Ogundare, Mohammad Abdullah Al Faruque:
LLM4PLC: Harnessing Large Language Models for Verifiable Programming of PLCs in Industrial Control Systems. CoRR abs/2401.05443 (2024) - [i45]Kohei Tsujio, Mohammad Abdullah Al Faruque, Yasser Shoukry:
Rampo: A CEGAR-based Integration of Binary Code Analysis and System Falsification for Cyber-Kinetic Vulnerability Detection. CoRR abs/2402.12642 (2024) - [i44]Junyao Wang, Mohammad Abdullah Al Faruque:
SMORE: Similarity-based Hyperdimensional Domain Adaptation for Multi-Sensor Time Series Classification. CoRR abs/2402.13233 (2024) - [i43]Eugen Slapak, Matús Dopiriak, Mohammad Abdullah Al Faruque, Juraj Gazda, Marco Levorato:
Distributed Radiance Fields for Edge Video Compression and Metaverse Integration in Autonomous Driving. CoRR abs/2402.14642 (2024) - [i42]Mohanad Odema, Luke Chen, Hyoukjun Kwon, Mohammad Abdullah Al Faruque:
SCAR: Scheduling Multi-Model AI Workloads on Heterogeneous Multi-Chiplet Module Accelerators. CoRR abs/2405.00790 (2024) - 2023
- [i41]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) - [i40]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) - [i39]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) - [i38]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) - [i37]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) - [i36]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) - [i35]Yifan Zhang, Arnav Vaibhav Malawade, Xiaofang Zhang, Yuhui Li, DongHwan Seong, Mohammad Abdullah Al Faruque, Sitao Huang:
CARMA: Context-Aware Runtime Reconfiguration for Energy-Efficient Sensor Fusion. CoRR abs/2306.15748 (2023) - [i34]Mohanad Odema, Halima Bouzidi, Hamza Ouarnoughi, Smaïl Niar, Mohammad Abdullah Al Faruque:
MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment. CoRR abs/2307.08065 (2023) - [i33]Junyao Wang, Luke Chen, Mohammad Abdullah Al Faruque:
DOMINO: Domain-invariant Hyperdimensional Classification for Multi-Sensor Time Series Data. CoRR abs/2308.03295 (2023) - [i32]Junyao Wang, Mohammad Abdullah Al Faruque:
Robust and Scalable Hyperdimensional Computing With Brain-Like Neural Adaptations. CoRR abs/2311.07705 (2023) - [i31]Mohanad Odema, Hyoukjun Kwon, Mohammad Abdullah Al Faruque:
Inter-Layer Scheduling Space Exploration for Multi-model Inference on Heterogeneous Chiplets. CoRR abs/2312.09401 (2023) - 2022
- [i30]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]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]Rozhin Yasaei, Luke Chen, Shih-Yuan Yu, Mohammad Abdullah Al Faruque:
Hardware Trojan Detection using Graph Neural Networks. CoRR abs/2204.11431 (2022) - [i27]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]Rozhin Yasaei, Sina Faezi, Mohammad Abdullah Al Faruque:
Golden Reference-Free Hardware Trojan Localization using Graph Convolutional Network. CoRR abs/2207.06664 (2022) - [i25]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]Anomadarshi Barua, Mohammad Abdullah Al Faruque:
Sensor Security: Current Progress, Research Challenges, and Future Roadmap. CoRR abs/2208.09741 (2022) - [i23]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]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]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
- [i20]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]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]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]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]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]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]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]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]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]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]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]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]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]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]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
- [i5]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) - 2019
- [i4]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
- [i3]Jiang Wan, Blake S. Pollard, Sujit Rokka Chhetri, Palash Goyal, Mohammad Abdullah Al Faruque, Arquimedes Canedo:
Future Automation Engineering using Structural Graph Convolutional Neural Networks. CoRR abs/1808.08213 (2018) - 2013
- [i2]Fereidoun Ahourai, Irvin Huang, Mohammad Abdullah Al Faruque:
Modeling and Simulation of the EV Charging in a Residential Distribution Power Grid. CoRR abs/1311.6005 (2013) - 2010
- [i1]Satish Narayana Srirama, Mohammad Abdullah Al Faruque, M. A. S. Munni:
Alternatives to Mobile Keypad Design: Improved Text Feed. CoRR abs/1007.3633 (2010)
Coauthor Index
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