arXiv research

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1 result for “checksum”

CheckNet: Secure Inference on Untrusted Devicescs.LG

CheckNet verifies neural network inference on untrusted devices.

problem Ensuring secure and tamper-proof inference on untrusted devices.

method A checksum-based approach for neural network inference verification.

result Excellent attack detection and success bounds on various models.

secure inference neural networks untrusted devices checksum verification

2019-06-17abs ↗pdf ↗