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04/13/2023
A Survey on Approximate Edge AI for Energy Efficient Autonomous Driving Services
Autonomous driving services rely heavily on sensors such as cameras, LiD...
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04/05/2022
Design Guidelines for Inclusive Speaker Verification Evaluation Datasets
Speaker verification (SV) provides billions of voice-enabled devices wit...
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01/19/2022
Tiny, always-on and fragile: Bias propagation through design choices in on-device machine learning workflows
Billions of distributed, heterogeneous and resource constrained smart co...
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11/27/2021
Roadmap for Edge AI: A Dagstuhl Perspective
Based on the collective input of Dagstuhl Seminar (21342), this paper pr...
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07/26/2021
SVEva Fair: A Framework for Evaluating Fairness in Speaker Verification
Despite the success of deep neural networks (DNNs) in enabling on-device...
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06/28/2021
Design Considerations for Data Daemons: Co-creating Design Futures to Explore Ethical Personal Data Management
Mobile applications and online service providers track our virtual and p...
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12/01/2020
Machine Learning Systems in the IoT: Trustworthiness Trade-offs for Edge Intelligence
Machine learning systems (MLSys) are emerging in the Internet of Things ...
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05/29/2020
Machine Learning Systems for Intelligent Services in the IoT: A Survey
Machine learning (ML) technologies are emerging in the Internet of Thing...
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05/29/2020
Machine Learning Systems for Smart Services in the Internet of Things
Machine learning technologies are rapidly emerging in the Internet of Th...
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05/15/2020
Enabling Seamless Device Association with DevLoc using Light Bulb Networks for Indoor IoT Environments
To enable serendipitous interaction for indoor IoT environments, spontan...
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12/10/2019
Transfer Learning-Based Outdoor Position Recovery with Telco Data
Telecommunication (Telco) outdoor position recovery aims to localize out...
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09/24/2019
Ethical Hacking for IoT Security: A First Look into Bug Bounty Programs and Responsible Disclosure
The security of the Internet of Things (IoT) has attracted much attentio...
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03/03/2019
Practical Prediction of Human Movements Across Device Types and Spatiotemporal Granularities
Understanding and predicting mobility are essential for the design and e...
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10/19/2018
IoT-KEEPER: Securing IoT Communications in Edge Networks
The increased popularity of IoT devices have made them lucrative targets...
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10/14/2018
5G Applications: Requirements, Challenges, and Outlook
The increasing demand for mobile network capacity driven by Internet of ...
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10/01/2018
Five Driving Forces of Multi-Access Edge Computing
The emergence of Multi-Access Edge Computing (MEC) technology aims at ex...
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12/20/2017
Securing Edge Networks with Securebox
The number of mobile and IoT devices connected to home and enterprise ne...
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12/16/2017
