Structural coverage criteria for neural networks could be misleading

Proceedings of the 41st International Conference on Software Engineering: New Ideas and Emerging Results, pp. 89-92, 2019.

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Keywords:
coverage neural networks software testing

Abstract:

There is a dramatically increasing interest in the quality assurance for DNN-based systems in the software engineering community. An emerging hot topic in this direction is structural coverage criteria for testing neural networks, which are inspired by coverage metrics used in conventional software testing. In this short paper, we argue t...More

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