Structural test coverage criteria for deep neural networks

Deep neural networks (DNNs) have a wide range of applications, and software employing them must be thoroughly tested, especially in safety-critical domains. However, traditional software test coverage metrics cannot be applied directly to DNNs. In this paper, inspired by the MC/DC coverage criterion...

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Bibliographic Details
Main Authors: Sun, Y, Huang, X, Kroening, D, Sharp, J, Hill, M, Ashmore, R
Format: Journal article
Published: Association for Computing Machinery 2019