Prediction of mobile app privacy preferences with user profiles via federated learning

A Brandão, R Mendes, JP Vilela - … of the Twelfth ACM Conference on …, 2022 - dl.acm.org
Permission managers in mobile devices allow users to control permissions requests, by
granting of denying application's access to data and sensors. However, existing managers …

Greedy centroid initialization for federated K-means

K Yang, M Mohammadi Amiri, SR Kulkarni - Knowledge and Information …, 2024 - Springer
We study learning from unlabeled data distributed across clients in a federated fashion
where raw data do not leave the corresponding devices. We develop a K-means clustering …

Automated Privacy Protection For Mobile Devices

RSC Mendes - 2023 - baes.uc.pt
The pervasiveness of smart devices and the always connected paradigm has fostered
applications that benefit from sensing the environment to provide contextualized services to …