M. A. Faruque

A Review of Resilience Enhancement Techniques for Cyber-Physical Systems
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RampoNN: A Reachability-Guided System Falsification for Efficient Cyber-Kinetic Vulnerability Detection
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LLM4CVE: Enabling Iterative Automated Vulnerability Repair with Large Language Models
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DisCovHAR: Contrastive Attention for Human Activity Recognition Under Distribution Shifts
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Hyperdimensional Uncertainty Quantification for Multimodal Uncertainty Fusion in Autonomous Vehicles Perception
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Rampo: A CEGAR-based Integration of Binary Code Analysis and System Falsification for Cyber-Kinetic Vulnerability Detection
20242 citationsauthor #2
LLM4PlC: Harnessing large Language Models for Verifiable Programming of PlCs in Industrial Control Systems
202449 citationsauthor #6
Transformer-Based Contrastive Meta-Learning For Low-Resource Generalizable Activity Recognition
20244 citationsauthor #2
HyperDetect: A Real-Time Hyperdimensional Solution for Intrusion Detection in IoT Networks
20247 citationsauthor #5
Distributed Radiance Fields for Edge Video Compression and Metaverse Integration in Autonomous Driving
20243 citationsauthor #3
SCAR: Scheduling Multi-Model AI Workloads on Heterogeneous Multi-Chiplet Module Accelerators
202414 citationsauthor #4
Radiance Field Delta Video Compression in Edge-Enabled Vehicular Metaverse
20240 citationsauthor #5
IoT-GRAF: IoT Graph Learning-Based Anomaly and Intrusion Detection Through Multi-Modal Data Fusion
20246 citationsauthor #3
Performance Implications of Multi-Chiplet Neural Processing Units on Autonomous Driving Perception
20242 citationsauthor #4
RS2G: Data-Driven Scene-Graph Extraction and Embedding for Robust Autonomous Perception and Scenario Understanding
202326 citationsauthor #4
SEO: Safety-Aware Energy Optimization Framework for Multi-Sensor Neural Controllers at the Edge
20231 citationsauthor #4
Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs
202315 citationsauthor #5
MagHop: Magnetic Spectrum Hopping for Securing Voltage and Current Magnetic Sensors
20230 citationsauthor #2
CFG2VEC: Hierarchical Graph Neural Network for Cross-Architectural Software Reverse Engineering
202318 citationsauthor #6
Robust and Scalable Hyperdimensional Computing With Brain-Like Neural Adaptations
20233 citationsauthor #2
Inter-Layer Scheduling Space Exploration for Multi-model Inference on Heterogeneous Chiplets
20231 citationsauthor #3
CARMA: Context-Aware Runtime Reconfiguration for Energy-Efficient Sensor Fusion
20234 citationsauthor #6
ERUDITE: Human-in-the-Loop IoT for an Adaptive Personalized Learning System
202312 citationsauthor #2
Message from the Program Chair
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An Integrated Corridor Management for Connected Vehicles and Park and Ride Structures using Deep Reinforcement Learning
20230 citationsauthor #5
Stress Detection Using Context-Aware Sensor Fusion From Wearable Devices
202344 citationsauthor #3
Testudo: Collaborative Intelligence for Latency-Critical Autonomous Systems
20238 citationsauthor #4
DOMINO: Domain-Invariant Hyperdimensional Classification for Multi-Sensor Time Series Data
20239 citationsauthor #3
A Wolf in Sheep's Clothing: Spreading Deadly Pathogens Under the Disguise of Popular Music
20229 citationsauthor #3
Neural Contextual Bandits Based Dynamic Sensor Selection for Low-Power Body-Area Networks
20223 citationsauthor #3
SELF-CARE: Selective Fusion with Context-Aware Low-Power Edge Computing for Stress Detection
20226 citationsauthor #3
HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling
202224 citationsauthor #4
HALC: A Real-time In-sensor Defense against the Magnetic Spoofing Attack on Hall Sensors
20226 citationsauthor #2
PreMSat: Preventing Magnetic Saturation Attack on Hall Sensors
20225 citationsauthor #2
Hardware Trojan Detection Using Graph Neural Networks
202257 citationsauthor #4
Sensor Security: Current Progress, Research Challenges, and Future Roadmap
20228 citationsauthor #2
Attack Modeling Methodology and Taxonomy for Intelligent Transportation Systems
20222 citationsauthor #3
HydraFusion: Context-Aware Selective Sensor Fusion for Robust and Efficient Autonomous Vehicle Perception
202245 citationsauthor #3
Romanus: Robust Task Offloading in Modular Multi-Sensor Autonomous Driving Systems
20224 citationsauthor #3
EcoFusion: Energy-Aware Adaptive Sensor Fusion for Efficient Autonomous Vehicle Perception
202229 citationsauthor #3
Cross-Layer Security of Embedded and Cyber-Physical Systems
20222 citationsauthor #1
Template Matching Based Early Exit CNN for Energy-efficient Myocardial Infarction Detection on Low-power Wearable Devices
202220 citationsauthor #4
BayesImposter: Bayesian Estimation Based.bss Imposter Attack on Industrial Control Systems
20222 citationsauthor #3
HTnet: Transfer Learning for Golden Chip-Free Hardware Trojan Detection
202135 citationsauthor #3
Cognitive Digital Twin for Manufacturing Systems
202152 citationsauthor #1
Energy-Efficient Real-Time Heart Monitoring on Edge–Fog–Cloud Internet of Medical Things
202135 citationsauthor #3
GNN4IP: Graph Neural Network for Hardware Intellectual Property Piracy Detection
202144 citationsauthor #4
Feature Augmented Hybrid CNN for Stress Recognition Using Wrist-based Photoplethysmography Sensor
202135 citationsauthor #6
GNN4TJ: Graph Neural Networks for Hardware Trojan Detection at Register Transfer Level
202194 citationsauthor #3
Wireless Qi-Powered, Multinodal and Multisensory Body Area Network for Mobile Health
202114 citationsauthor #5
Establishing Digital Recognition and Identification of Microscopic Objects for Implementation of Artificial Intelligence (AI) Guided Microassembly
20210 citationsauthor #6
HW2VEC: a Graph Learning Tool for Automating Hardware Security
202157 citationsauthor #5
IEEE Bio-inspired Computing STC Newsletter Volume 1, Issue 1
20210 citationsauthor #6
Spatiotemporal Scene-Graph Embedding for Autonomous Vehicle Collision Prediction
202174 citationsauthor #6
Brain-Inspired Golden Chip Free Hardware Trojan Detection
202146 citationsauthor #4
Energy-efficient Blood Pressure Monitoring based on Single-site Photoplethysmogram on Wearable Devices
202113 citationsauthor #3
Energy-Aware Design Methodology for Myocardial Infarction Detection on Low-Power Wearable Devices
202116 citationsauthor #3
EExNAS: Early-Exit Neural Architecture Search Solutions for Low-Power Wearable Devices
202143 citationsauthor #3
LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies
202112 citationsauthor #4
Multi-Modal Attack Detection for Cyber-Physical Additive Manufacturing
20211 citationsauthor #3
Single-Channel EEG Based Arousal Level Estimation Using Multitaper Spectrum Estimation at Low-Power Wearable Devices
202110 citationsauthor #5
Stealing Neural Network Structure Through Remote FPGA Side-Channel Analysis
202181 citationsauthor #5
Future of Smart Classroom in the Era of Wearable Neurotechnology
20215 citationsauthor #3
Software and Hardware Systems for Autonomous Smart Parking Accommodating both Traditional and Autonomous Vehicles
20210 citationsauthor #1
roadscene2vec: A Tool for Extracting and Embedding Road Scene-Graphs
202143 citationsauthor #6
Data-Driven Attack Modeling Using Acoustic Side-Channel
20200 citationsauthor #2
Channel State Information-Based Cryptographic Key Generation for Intelligent Transportation Systems
202041 citationsauthor #6
Leaky DNN: Stealing Deep-Learning Model Secret with GPU Context-Switching Side-Channel
2020112 citationsauthor #5
IoT-CAD: Context-Aware Adaptive Anomaly Detection in IoT Systems Through Sensor Association
202041 citationsauthor #3
Security analysis for fixed-time traffic control systems
202018 citationsauthor #3
IoT-Enabled Living Digital Twin Modeling
20206 citationsauthor #2
Hall Spoofing: A Non-Invasive DoS Attack on Grid-Tied Solar Inverter
202072 citationsauthor #2
Non-euclidean Data-Driven Modeling Using Graph Convolutional Neural Networks
20200 citationsauthor #2
Aiding Data-Driven Attack Model with a Compiler Modification
20200 citationsauthor #2
Data-Driven Defense Through Leakage Minimization
20201 citationsauthor #2
Acoustic Side Channel Attack Against DNA Synthesis Machines: Poster Abstract
20208 citationsauthor #7
Data-Driven Kinetic Cyber-Attack Detection
20202 citationsauthor #2
Dynamic Graph Embedding
20202 citationsauthor #2
Dynamic Data-Driven Digital Twin Modeling
20206 citationsauthor #2
TC-CPS Newsletter
20200 citationsauthor #3
Multimodal Knowledge Graph for Deep Learning Papers and Code
202052 citationsauthor #9
Deep Code Curator – code2graph Part-II
20202 citationsauthor #4
Hierarchical Temporal Memory Based Machine Learning for Real-Time, Unsupervised Anomaly Detection in Smart Grid: WiP Abstract
202023 citationsauthor #4
Energy-efficient Real-time Myocardial Infarction Detection on Wearable Devices
202014 citationsauthor #2
Data-Driven Security Analysis Using Generative Adversarial Networks
20200 citationsauthor #2
Eve, You Shall Not Get Access! A Cyber-Physical Blockchain Architecture for Electronic Toll Collection Security
202010 citationsauthor #5
Special Session: Noninvasive Sensor-Spoofing Attacks on Embedded and Cyber-Physical Systems
202017 citationsauthor #2
Scene-Graph Augmented Data-Driven Risk Assessment of Autonomous Vehicle Decisions
2020106 citationsauthor #5
Poster: Side-Channel Vulnerabilities Of Cyber-Physical Systems In Biomedical Applications
20190 citationsauthor #2
Pykg2vec: A Python Library for Knowledge Graph Embedding
201938 citationsauthor #5
A Survivability-Aware Cyber-Physical Systems Design Methodology
20193 citationsauthor #3
Design Automation Using Structural Graph Convolutional Neural Networks
20191 citationsauthor #4
Guest Editors' Introduction
20190 citationsauthor #3
Self-Secured Control with Anomaly Detection and Recovery in Automotive Cyber-Physical Systems
201917 citationsauthor #2
Technical Programme Committee
20190 citationsauthor #3
GAN-Sec: Generative Adversarial Network Modeling for the Security Analysis of Cyber-Physical Production Systems
201922 citationsauthor #4
QUILT: quality inference from living digital twins in IoT-enabled manufacturing systems
201964 citationsauthor #4
Oligo-Snoop: A Non-Invasive Side Channel Attack Against DNA Synthesis Machines
201927 citationsauthor #7
Report of the Fourth International Workshop on Design Automation for Cyber-Physical Systems (DACPS) 2019
20190 citationsauthor #1
Concept Design: Modeling and Synthesis from Requirements to Functional Models and Simulation
20191 citationsauthor #4

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