A New Lightweight In-situ Adversarial Sample Detector for Edge Deep Neural Network
IEEE Journal on Emerging and Selected Topics in Circuits and Systems（2021）
摘要
The flourishing of Internet of Things (IoT) has rekindled on-premise computing to allow data to be analyzed closer to the source. To support edge Artificial Intelligence (AI), hardware accelerators, open-source AI model compilers and commercially available toolkits have evolved to facilitate the development and deployment of applications that use AI at its core. This paradigm shift in deep learnin...
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关键词
Hardware,Artificial intelligence,Computational modeling,Deep learning,Perturbation methods,Image edge detection,Detectors
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