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06/26/2022
Data Augmentation for Dementia Detection in Spoken Language
Dementia is a growing problem as our society ages, and detection methods...
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04/29/2022
Using 3D Shadows to Detect Object Hiding Attacks on Autonomous Vehicle Perception
Autonomous Vehicles (AVs) are mostly reliant on LiDAR sensors which enab...
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10/16/2021
Characterizing Improper Input Validation Vulnerabilities of Mobile Crowdsourcing Services
Mobile crowdsourcing services (MCS), enable fast and economical data acq...
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06/27/2021
Open, Sesame! Introducing Access Control to Voice Services
Personal voice assistants (VAs) are shown to be vulnerable against recor...
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06/15/2021
Temporal Consistency Checks to Detect LiDAR Spoofing Attacks on Autonomous Vehicle Perception
LiDAR sensors are used widely in Autonomous Vehicles for better perceivi...
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05/28/2021
Quantifying Information Leakage from Gradients
Sharing deep neural networks' gradients instead of training data could f...
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02/07/2021
Object Removal Attacks on LiDAR-based 3D Object Detectors
LiDARs play a critical role in Autonomous Vehicles' (AVs) perception and...
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10/17/2020
Layer-wise Characterization of Latent Information Leakage in Federated Learning
Training a deep neural network (DNN) via federated learning allows parti...
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08/27/2020
GhostBuster: Looking Into Shadows to Detect Ghost Objects in Autonomous Vehicle 3D Sensing
LiDAR-driven 3D sensing allows new generations of vehicles to achieve ad...
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07/03/2020
Smartphone Security Behavioral Scale: A New Psychometric Measurement for Smartphone Security
Despite widespread use of smartphones, there is no measurement standard ...
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07/03/2020
Smartphone Security Behavioral Scale: A NewPsychometric Measurement for Smartphone Security
Despite widespread use of smartphones, there is no measurement standard ...
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04/12/2020