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Sonam Gupta

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#federated learning Open access Sep 2026

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. · 0 citations

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