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Phantom Forgetting: How BatchNorm State Fakes Deletion in Edge Split Machine Unlearning

Agrawal, Anand et al.
arXiv (All) · Papers
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cryptography-and-security
Split learning is a natural fit for edge intelligence: a resource-constrained edge device runs the first layers of a network and offloads the remainder to a server, so that raw data never leave the device. When such a system must unlearn revoked or sensitive data for example to honor a right-to-eras
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