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· 2018

DeepMutation: Mutation Testing of Deep Learning Systems

Lei Ma, Fuyuan Zhang, Jiyuan Sun, Minhui Xue et al.

Short summary

DeepMutation introduces a novel mutation testing framework specifically designed for deep learning (DL) systems, enabling evaluation of test data quality by injecting faults into training data, programs, or DL models themselves.

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Field: Software

SoftwareComputer Science