Activity
From 05/15/2021 to 06/13/2021
06/14/2021
- 11:39 PM Document: Assurance monitoring of learning-enabled cyber-physical systems using inductive conformal prediction based on distance learning
Machine learning components such as deep neural networks are used extensively in Cyber-Physical Systems (CPS). Howeve...
06/13/2021
- 12:37 PM Document: Deep-RBF Networks for Anomaly Detection in Automotive Cyber-Physical Systems
Deep Neural Networks (DNNs) are widely used in automotive Cyber-Physical Systems (CPS) to implement autonomy related ...
Arxiv copy (Paper to appear at Smartcomp 2021)
- 12:34 PM Document: ReSonAte: A Runtime Risk Assessment Framework for Autonomous Systems
Hazard analysis and assurance cases are well-established approaches for assessing the safety of cyber-physical system...
Arxiv Copy (Paper Accepted at SEAMS 2021)
06/07/2021
- 03:21 PM Document: Improving Prediction Confidence in Learning-Enabled Autonomous Systems
Autonomous systems use extensively learning-enabled components such as deep neural networks (DNNs) for prediction and...
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