1 citations · 1 across the 4 of their papers we have counts for
4 papers
Leveraging Public Cloud Infrastructure for Real-time Connected Vehicle Speed Advisory at a Signalized Corridor
Hsien-Wen Deng, M Sabbir Salek, Mizanur Rahman +3
In this study, we developed a real-time connected vehicle (CV) speed advisory application that uses public cloud services and tested it on a simulated signalized corridor for diffe…
AR-GAN: Generative Adversarial Network-Based Defense Method Against Adversarial Attacks on the Traffic Sign Classification System of Autonomous Vehicles
M Sabbir Salek, Abdullah Al Mamun, Mashrur Chowdhury
This study developed a generative adversarial network (GAN)-based defense method for traffic sign classification in an autonomous vehicle (AV), referred to as the attack-resilient…
A Hybrid Defense Method against Adversarial Attacks on Traffic Sign Classifiers in Autonomous Vehicles
Zadid Khan, Mashrur Chowdhury, Sakib Mahmud Khan
Adversarial attacks can make deep neural network (DNN) models predict incorrect output labels, such as misclassified traffic signs, for autonomous vehicle (AV) perception modules.…
A Combinatorial Approach for Nonparametric Short-Term Estimation of Queue Lengths using Probe Vehicles
Gurcan Comert, Tewodros Amdeberhan, Negash Begashaw +1
Traffic state estimation plays an important role in facilitating effective traffic management. This study develops a combinatorial approach for nonparametric short-term queue lengt…