research
∙
08/07/2023
DOMINO: Domain-invariant Hyperdimensional Classification for Multi-Sensor Time Series Data
With the rapid evolution of the Internet of Things, many real-world appl...
share
research
∙
07/16/2023
MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment
Graph Neural Networks (GNNs) are becoming increasingly popular for visio...
research
∙
06/27/2023
CARMA: Context-Aware Runtime Reconfiguration for Energy-Efficient Sensor Fusion
Autonomous systems (AS) are systems that can adapt and change their beha...
research
∙
04/17/2023
RS2G: Data-Driven Scene-Graph Extraction and Embedding for Robust Autonomous Perception and Scenario Understanding
Human drivers naturally reason about interactions between road users to ...
research
∙
03/07/2023
ERUDITE: Human-in-the-Loop IoT for an Adaptive Personalized Learning System
Thanks to the rapid growth in wearable technologies and recent advanceme...
research
∙
02/24/2023
Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs
Heterogeneous MPSoCs comprise diverse processing units of varying comput...
research
∙
02/24/2023
SEO: Safety-Aware Energy Optimization Framework for Multi-Sensor Neural Controllers at the Edge
Runtime energy management has become quintessential for multi-sensor aut...
research
∙
02/13/2023
EnergyShield: Provably-Safe Offloading of Neural Network Controllers for Energy Efficiency
To mitigate the high energy demand of Neural Network (NN) based Autonomo...
research
∙
01/06/2023
CFG2VEC: Hierarchical Graph Neural Network for Cross-Architectural Software Reverse Engineering
Mission-critical embedded software is critical to our society's infrastr...
research
∙
12/06/2022
HADAS: Hardware-Aware Dynamic Neural Architecture Search for Edge Performance Scaling
Dynamic neural networks (DyNNs) have become viable techniques to enable ...
research
∙
10/07/2022
BayesImposter: Bayesian Estimation Based .bss Imposter Attack on Industrial Control Systems
Over the last six years, several papers used memory deduplication to tri...
research
∙
10/07/2022
A Wolf in Sheep's Clothing: Spreading Deadly Pathogens Under the Disguise of Popular Music
A Negative Pressure Room (NPR) is an essential requirement by the Bio-Sa...
research
∙
08/20/2022
Sensor Security: Current Progress, Research Challenges, and Future Roadmap
Sensors are one of the most pervasive and integral components of today's...
research
∙
07/18/2022
Romanus: Robust Task Offloading in Modular Multi-Sensor Autonomous Driving Systems
Due to the high performance and safety requirements of self-driving appl...
research
∙
07/14/2022
Golden Reference-Free Hardware Trojan Localization using Graph Convolutional Network
The globalization of the Integrated Circuit (IC) supply chain has moved ...
research
∙
05/08/2022
SELF-CARE: Selective Fusion with Context-Aware Low-Power Edge Computing for Stress Detection
Detecting human stress levels and emotional states with physiological bo...
research
∙
04/25/2022
Hardware Trojan Detection using Graph Neural Networks
The globalization of the Integrated Circuit (IC) supply chain has moved ...
research
∙
02/23/2022
EcoFusion: Energy-Aware Adaptive Sensor Fusion for Efficient Autonomous Vehicle Perception
Autonomous vehicles use multiple sensors, large deep-learning models, an...
research
∙
01/17/2022
HydraFusion: Context-Aware Selective Sensor Fusion for Robust and Efficient Autonomous Vehicle Perception
Although autonomous vehicles (AVs) are expected to revolutionize transpo...
research
∙
12/15/2021
Energy-Efficient Real-Time Heart Monitoring on Edge-Fog-Cloud Internet-of-Medical-Things
The recent developments in wearable devices and the Internet of Medical ...
research
∙
10/21/2021
Future of Smart Classroom in the Era of Wearable Neurotechnology
Interdisciplinary research among engineering, computer science, and neur...
research
∙
10/05/2021
Multi-Modal Attack Detection for Cyber-Physical Additive Manufacturing
Cyber-Physical Additive Manufacturing (AM) constructs a physical 3D obje...
research
∙
09/02/2021
roadscene2vec: A Tool for Extracting and Embedding Road Scene-Graphs
Recently, road scene-graph representations used in conjunction with grap...
research
∙
08/02/2021
Feature Augmented Hybrid CNN for Stress Recognition Using Wrist-based Photoplethysmography Sensor
Stress is a physiological state that hampers mental health and has serio...
research
∙
07/27/2021
Technical Report for HW2VEC – A Graph Learning Tool for Automating Hardware Security
In this technical report, we present HW2VEC [11], an open-source graph l...
research
∙
07/26/2021
HW2VEC: A Graph Learning Tool for Automating Hardware Security
The time-to-market pressure and continuous growing complexity of hardwar...
research
∙
07/22/2021
SAGE: A Split-Architecture Methodology for Efficient End-to-End Autonomous Vehicle Control
Autonomous vehicles (AV) are expected to revolutionize transportation an...
research
∙
07/22/2021
Establishing Digital Recognition and Identification of Microscopic Objects for Implementation of Artificial Intelligence (AI) Guided Microassembly
s miniaturization of electrical and mechanical components used in modern...
research
∙
07/20/2021
LENS: Layer Distribution Enabled Neural Architecture Search in Edge-Cloud Hierarchies
Edge-Cloud hierarchical systems employing intelligence through Deep Neur...
research
∙
07/19/2021
GNN4IP: Graph Neural Network for Hardware Intellectual Property Piracy Detection
Aggressive time-to-market constraints and enormous hardware design and f...
research
∙
02/03/2021
AHAR: Adaptive CNN for Energy-efficient Human Activity Recognition in Low-power Edge Devices
Human Activity Recognition (HAR) is one of the key applications of healt...
research
∙
06/04/2019
Pykg2vec: A Python Library for Knowledge Graph Embedding
Pykg2vec is an open-source Python library for learning the representatio...
research
∙
08/24/2018
