A new untwinning framework removes deprecated contributions from network digital twins via rollback checkpoints, Gaussian noise, and remapping, with claimed indistinguishability guarantees from scratch-built models.
Digital-twin-enabled federated learning and cnn-based channel estimation for urban vehicular channels
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Network Digital Untwinning: Towards Backward Optimization of Digital Twins
A new untwinning framework removes deprecated contributions from network digital twins via rollback checkpoints, Gaussian noise, and remapping, with claimed indistinguishability guarantees from scratch-built models.