2 papers
cs.CR2025
FuSeFL: Fully Secure and Scalable Federated Learning
Sahar Ghoflsaz Ghinani, Elaheh Sadredini
Federated Learning (FL) enables collaborative model training without centralizing client data, making it attractive for privacy-sensitive domains. While existing approaches employ…
cs.CR2025
Enabling Low-Cost Secure Computing on Untrusted In-Memory Architectures
Sahar Ghoflsaz Ghinani, Jingyao Zhang, Elaheh Sadredini
Modern computing systems are limited in performance by the memory bandwidth available to processors, a problem known as the memory wall. Processing-in-Memory (PIM) promises to subs…