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DeepAuditor: Distributed Online Intrusion Detection System for IoT devices via Power Side-channel Auditing
We also designed a distributed CNN classifier for online inference in a laboratory setting.
CLEAR: Clean-Up Sample-Targeted Backdoor in Neural Networks
Based on this observation, we propose a novel defense mechanism to pinpoint a malicious pocket by "wrapping" them into a tight convex hull in the feature space.
CHEETAH: An Ultra-Fast, Approximation-Free, and Privacy-Preserved Neural Network Framework based on Joint Obscure Linear and Nonlinear Computations
This significant speedup enables a wide range of practical applications based on privacy-preserved deep neural networks.
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