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A2-DIDM: Privacy-preserving Accumulator-enabled Auditing for Distributed Identity of DNN Model
Model identity auditing is a challenging issue in protecting intellectual property of DNN models and verifying the integrity and ownership of models for guaranteeing trusts in transactions is one of the critical obstacles.
Binary Linear Tree Commitment-based Ownership Protection for Distributed Machine Learning
Distributed machine learning enables parallel training of extensive datasets by delegating computing tasks across multiple workers.
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