2 papers
cs.CR2026
PrivateHub: Contrastive Diffusion Model for Private Sensor-Intensive Environment Data Generation
Jiechao Gao, Yuandong Pan, Jie Wang +2
Sensor-intensive environments enable many intelligent services by inferring user applications from heterogeneous data streams. However, not all applications should be exposed: user…
cs.LG2024
H-FedSN: Personalized Sparse Networks for Efficient and Accurate Hierarchical Federated Learning for IoT Applications
Jiechao Gao, Yuangang Li, Jie Wang +3
With the rapid development of the Internet of Things (IoT), federated learning (FL) has gained increasing attention for its privacy-preserving use of distributed data. However, con…