Search Results for author: Shian Wang

Found 3 papers, 0 papers with code

An Analytical Framework for Modeling and Synthesizing Malicious Attacks on ACC Vehicles

no code implementations12 Jan 2024 Shian Wang

The primary findings indicate that strategically synthesized candidate attacks can cause significant disruptions to the traffic flow while altering the driving behavior of ACC vehicles in a subtle fashion to remain stealthy, which is supported by a series of analytical results.

Socially Compliant Control of Autonomous Vehicles with Application to Eco-Driving

no code implementations1 Jan 2024 Shian Wang

Control design of autonomous vehicles (AVs) has mostly focused on achieving a prespecified goal for an individually controlled AV or for a swarm of cooperatively controlled AVs.

Autonomous Driving

Detecting stealthy cyberattacks on adaptive cruise control vehicles: A machine learning approach

no code implementations26 Oct 2023 Tianyi Li, Mingfeng Shang, Shian Wang, Raphael Stern

A novel generative adversarial network (GAN)-based anomaly detection model is proposed for real-time identification of such attacks using vehicle trajectory data.

Anomaly Detection Generative Adversarial Network

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