Multimodal detection of cyber-physical attacks against intelligent traffic signal controllers
A new simulation study presents GuardBox, a framework combining an LSTM autoencoder and random forest classifier to detect and attribute ...
Tag: intelligent transportation systems
TinyRoute pairs TinyML with few-shot learning to secure vehicular networks
A new framework called TinyRoute combines TinyML, reinforcement learning, and few-shot learning to achieve adaptive routing and zero-day attack detection ...
Mamba-based model tames noisy urban traffic prediction with frequency-domain filtering
A new spatiotemporal model called RoST-Mamba combines adaptive graph learning, frequency-domain filtering and graph-constrained state-space modeling to keep traffic forecasts ...
Reinforcement Learning Takes the Wheel of Particle Swarm Traffic Signal Tuning
A hybrid framework that lets a Proximal Policy Optimization agent switch among six search strategies cut simulated urban vehicle waiting ...
Southwest Research Institute’s Steve Dellenback Receives ITS World Congress Lifetime Achievement Honor
Dr. Steve Dellenback, vice president of Southwest Research Institute's Intelligent Systems Division, received the ITS World Congress Hall of Fame's ...
Neuro-Symbolic AI Makes Traffic Forecasts Explainable with Concept Lattices
Malaysian researchers have built a hybrid CNN-LSTM traffic forecasting system that pairs deep learning accuracy with Formal Concept Analysis to ...
Adaptive AI Camera System Catches Highway Wrong-Way Drivers Even When Cameras Rotate
A new adaptive camera framework detects highway wrong-way drivers with 97.62 percent precision while automatically recalibrating after camera rotations and ...
Your Phone’s Location Codes Could Reveal Road Speeds Without Any Sensors
Researchers have shown that sequences of telecom Location Area Codes recorded in ordinary Call Detail Records can be matched to ...
New AI Model Sharpens Long-Range Traffic Forecasts by Rewiring Its Own Road Map
Researchers at Dalian Maritime University have developed ESTGCN, a graph neural network that dynamically rewires regional traffic relationships to deliver ...
Vehicles Prove Their Trustworthiness: Zero-Knowledge AI Comes to Smart Roads
Researchers have built a federated learning framework for intelligent transportation that combines semi-supervised pseudo-labeling, zk-SNARK update verification and blockchain auditing ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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