Multi-exit networks can leak input properties through exit latency
A malicious cloud provider crafts the model so target inputs use a distinct exit, then reads that exit from per-query latency.
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Stories tagged #multi-exit-networks
Adaptive Gated Deepfake Detection for Low-Resolution and Resource-Constrained Environments
AdaGate-DF routes deepfake detection by image quality through dual multi-exit gates, hitting 0.9370 AUC on Celeb-DF with low inference latency.