2 papers
cs.LG2021
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…
cs.AI2019
Dynamic-Weighted Simplex Strategy for Learning Enabled Cyber Physical Systems
Shreyas Ramakrishna, Charles Hartsell, Matthew P Burruss +2
Cyber Physical Systems (CPS) have increasingly started using Learning Enabled Components (LECs) for performing perception-based control tasks. The simple design approach, and their…