I NDEX G UARD : Index-only Backdoor Vetting for Secure Federated PEFT of Large Language Models
Javad Dogani, Devris¸ ˙Is¸ler, Nikolaos Laoutaris
· 0 citations
We have 2 of 43 papers
We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.
Not the right person? Other researchers publish under this name.
2026
FLEAT: Energy-Accuracy Trade-off in Federated Learning over Heterogeneous Edge Devices
This work proposes FLEAT (Federated Learning Energy and Accuracy Tuning), a framework that jointly optimizes energy efficiency and model accuracy via dynamic local update adaptation and gradient-informed layer-wise pruning, offering a scalable solution for energy-accuracy equilibrium in heterogeneous FL deployments.
Javad Dogani, Reza Namvar, Masoumeh Khodarahmi et al.
· IEEE Transactions on Mobile... · 0 citations