Audee: Automated Testing for Deep Learning Frameworks

ASE 2020, 2020.

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Abstract:

Deep learning (DL) has been applied widely, and the quality of DL system becomes crucial, especially for safety-critical applications. Existing work mainly focuses on the quality analysis of DL models, but lacks attention to the underlying libraries and frameworks on which all DL models depend. In this work, we propose Audee, anovel appro...More

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