A2-DIDM uses accumulators and ZK proofs on blockchain to verify DNN model identity from weight checkpoint sequences while protecting data and function privacy.
Proof-of-learning is currently more broken than you think
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A2-DIDM: Privacy-preserving Accumulator-enabled Auditing for Distributed Identity of DNN Model
A2-DIDM uses accumulators and ZK proofs on blockchain to verify DNN model identity from weight checkpoint sequences while protecting data and function privacy.