CHIP hides a chameleon-hash signature in a neural network's normalization layers, enabling ownership verification, per-user access control, and user tracing without retraining.
Stealing machine learning models via prediction apis,
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CHIP: Chameleon Hash-based Irreversible Passport for Robust Deep Model Ownership Verification and Active Usage Control
CHIP hides a chameleon-hash signature in a neural network's normalization layers, enabling ownership verification, per-user access control, and user tracing without retraining.