3 citations · 4 across the 3 of their papers we have counts for
3 papers
TwinExplainer: Explaining Predictions of an Automotive Digital Twin
Subash Neupane, Ivan A. Fernandez, Wilson Patterson +3
Vehicles are complex Cyber Physical Systems (CPS) that operate in a variety of environments, and the likelihood of failure of one or more subsystems, such as the engine, transmissi…
A White-Box Adversarial Attack Against a Digital Twin
Wilson Patterson, Ivan Fernandez, Subash Neupane +3
Recent research has shown that Machine Learning/Deep Learning (ML/DL) models are particularly vulnerable to adversarial perturbations, which are small changes made to the input dat…
A Temporal Anomaly Detection System for Vehicles utilizing Functional Working Groups and Sensor Channels
Subash Neupane, Ivan A. Fernandez, Wilson Patterson +2
A modern vehicle fitted with sensors, actuators, and Electronic Control Units (ECUs) can be divided into several operational subsystems called Functional Working Groups (FWGs). Exa…