5 citations · 7 across the 8 of their papers we have counts for
3 papers · 1 filter
Efficient Out-of-Distribution Detection Using Latent Space of -VAE for Cyber-Physical Systems
Shreyas Ramakrishna, Zahra Rahiminasab, Gabor Karsai +2
Deep Neural Networks are actively being used in the design of autonomous Cyber-Physical Systems (CPSs). The advantage of these models is their ability to handle high-dimensional st…
ReSonAte: A Runtime Risk Assessment Framework for Autonomous Systems
Charles Hartsell, Shreyas Ramakrishna, Abhishek Dubey +3
Autonomous CPSs are often required to handle uncertainties and self-manage the system operation in response to problems and increasing risk in the operating paradigm. This risk may…
Deep-RBF Networks for Anomaly Detection in Automotive Cyber-Physical Systems
Matthew Burruss, Shreyas Ramakrishna, Abhishek Dubey
Deep Neural Networks (DNNs) are popularly used for implementing autonomy related tasks in automotive Cyber-Physical Systems (CPSs). However, these networks have been shown to make…