[HTML][HTML] Explainable Machine Learning in Critical Decision Systems: Ensuring Safe Application and Correctness
J Wiggerthale, C Reich - AI, 2024 - mdpi.com
Machine learning (ML) is increasingly used to support or automate decision processes in
critical decision systems such as self driving cars or systems for medical diagnosis. These …
critical decision systems such as self driving cars or systems for medical diagnosis. These …
Privacy-Prioritized Model Aggregation in ICPS: A Novel Approach to Federated Learning Aggregation with Lime and Blockchain
A Aflaki, H Karimipour… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
This paper contributes to the fields of Federated Learning (FL) and Industrial Cyber-Physical
Systems (ICPS) privacy. It introduces a novel model aggregation technique aimed at …
Systems (ICPS) privacy. It introduces a novel model aggregation technique aimed at …