
DNNShield introduces protection layers with unique identifiers to safeguard DNNs against theft and unauthorized use, ensuring ownership verification without the need for secret keys. The approach seamlessly integrates protection layers into model architectures, offering robust defense against various attacks.


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dnnshield-protecting-dnns-with-unique-identifiers


DNNShield: Protecting DNNs with Unique Identifiers


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DNNShield introduces protection layers to secure DNNs without relying on secrecy, ensuring ownership verification and model integrity.


dnnshield-embedding-identifiers-for-deep-neural-network-ownership-verification


DNNShield: Embedding Identifiers for Deep Neural Network Ownership Verification



DNNShield introduces protection layers with unique identifiers to safeguard DNNs against unauthorized access and ownership disputes.
