2 papers
cs.CR2024
Immersion and Invariance-based Coding for Privacy-Preserving Federated Learning
Haleh Hayati, Carlos Murguia, Nathan van de Wouw
Federated learning (FL) has emerged as a method to preserve privacy in collaborative distributed learning. In FL, clients train AI models directly on their devices rather than shar…
cs.CR2024
Privacy in Cloud Computing through Immersion-based Coding
Haleh Hayati, Nathan van de Wouw, Carlos Murguia
Cloud computing enables users to process and store data remotely on high-performance computers and servers by sharing data over the Internet. However, transferring data to clouds c…