We present DeepAttest, the first on-device DNN attestation method that certifies the legitimacy of the DNN program mapped to the device.
The proposed end-to-end attestation framework is capable of verifying the legitimacy of an unknown DNN with high reliability (preventing unauthenticated DNNs ...
We present DeepAttest, the first on-device DNN attestation method that certifies the legitimacy of the DNN program mapped to the device.
Extensive experiments corroborate the fidelity, reliability, security, and efficiency of DeepAttest on various DNN benchmarks and TEE-supported platforms.
This work presents DeepAttest, the first on-device DNN attestation method that certifies the legitimacy of the DNN program mapped to the device and ...
DeepAttest is an end-to-end attestation framework that is capable of verifying the legitimacy of an unknown DNN with high reliability (preventing.
DeepAttest: An End-to-End Attestation Framework for Deep Neural Networks. H Chen, C Fu, BD Rouhani, J Zhao, F Koushanfar. International Symposium on Computer ...
DeepAttest: An end-to-end attestation framework for deep neural networks. H Chen, C Fu, BD Rouhani, J Zhao, F Koushanfar. Proceedings of the 46th International ...
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“DeepAttest: An. End-to-End Attestation Framework for Deep Neural Networks”, in The 46th International. Symposium on Computer Architecture (ISCA), 2019. [3] B ...
Oct 22, 2024 · DeepAttest is the first end-to-end framework that achieves reliable and efficient IP protection of DL devices with hardware-bounded usage ...