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09/16/2023
Pedestrian Trajectory Prediction Using Dynamics-based Deep Learning
Pedestrian trajectory prediction plays an important role in autonomous d...
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04/11/2023
Detecting Anomalous Microflows in IoT Volumetric Attacks via Dynamic Monitoring of MUD Activity
IoT networks are increasingly becoming target of sophisticated new cyber...
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01/17/2023
Quantifying and Managing Impacts of Concept Drifts on IoT Traffic Inference in Residential ISP Networks
Millions of vulnerable consumer IoT devices in home networks are the ena...
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03/18/2022
AdIoTack: Quantifying and Refining Resilience of Decision Tree Ensemble Inference Models against Adversarial Volumetric Attacks on IoT Networks
Machine Learning-based techniques have shown success in cyber intelligen...
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03/09/2022
Update Compression for Deep Neural Networks on the Edge
An increasing number of artificial intelligence (AI) applications involv...
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04/22/2020
