On a four-device heater dataset, an autoencoder plus bi-directional GRU classifier separates the four digital twins with 98.30% accuracy, but fake-clone detection itself is never tested.
A dynamic hierarchical framework for iot-assisted digital twin synchronization in the metaverse,
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Towards Secure AI-driven Industrial Metaverse with NFT Digital Twins
On a four-device heater dataset, an autoencoder plus bi-directional GRU classifier separates the four digital twins with 98.30% accuracy, but fake-clone detection itself is never tested.