FedPerKD privacy aware personalized federated learning with knowledge distillation for edge oriented tomato leaf disease detection
FedPer-KD, a privacy-aware federated framework that combines personalization with client-side knowledge distillation, is presented, which is effective under mild client heterogeneity, and is edge-oriented for downstream deployment.
Sonam Gupta, Chin-Shiuh Shieh, Vishal Jain et al.
· Discover Applied Sciences · 0 citations