396 citations · 1.6k across the 95 of their papers we have counts for
3 papers · 1 filter
Privacy Preserving Distributed Machine Learning with Federated Learning
M. A. P. Chamikara, P. Bertok, I. Khalil +2
Edge computing and distributed machine learning have advanced to a level that can revolutionize a particular organization. Distributed devices such as the Internet of Things (IoT)…
Efficient privacy preservation of big data for accurate data mining
M. A. P. Chamikara, P. Bertok, D. Liu +2
Computing technologies pervade physical spaces and human lives, and produce a vast amount of data that is available for analysis. However, there is a growing concern that potential…
Efficient Data Perturbation for Privacy Preserving and Accurate Data Stream Mining
M. A. P. Chamikara, P. Bertok, D. Liu +2
The widespread use of the Internet of Things (IoT) has raised many concerns, including the protection of private information. Existing privacy preservation methods cannot provide a…