35 citations · 70 across the 5 of their papers we have counts for
5 papers
CommunityAI: Towards Community-based Federated Learning
Ilir Murturi, Praveen Kumar Donta, Schahram Dustdar
Federated Learning (FL) has emerged as a promising paradigm to train machine learning models collaboratively while preserving data privacy. However, its widespread adoption faces s…
Blockchain-based Zero Trust on the Edge
Cem Bicer, Ilir Murturi, Praveen Kumar Donta +1
Internet of Things (IoT) devices pose significant security challenges due to their heterogeneity (i.e., hardware and software) and vulnerability to extensive attack surfaces. Today…
Collaborative Inference in DNN-based Satellite Systems with Dynamic Task Streams
Jinglong Guan, Qiyang Zhang, Ilir Murturi +3
As a driving force in the advancement of intelligent in-orbit applications, DNN models have been gradually integrated into satellites, producing daily latency-constraint and comput…
Federated Domain Generalization: A Survey
Ying Li, Xingwei Wang, Rongfei Zeng +4
Machine learning typically relies on the assumption that training and testing distributions are identical and that data is centrally stored for training and testing. However, in re…
Sabrina: Modeling and Visualization of Economy Data with Incremental Domain Knowledge
Alessio Arleo, Christos Tsigkanos, Chao Jia +7
Investment planning requires knowledge of the financial landscape on a large scale, both in terms of geo-spatial and industry sector distribution. There is plenty of data available…