A2-DIDM uses accumulators and ZK proofs on blockchain to verify DNN model identity from weight checkpoint sequences while protecting data and function privacy.
Tracemop: Towards federated learning with traceable contribution eval- uation and model ownership protection
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CR 1years
2024 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
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.