Published May 4, 2021 | Version v1
Dataset Open

DeepCrime mutations for MNIST

  • 1. Università della Svizzera italiana

Description

This is the dataset of mutations generated for MNIST digit classifier by DeepCrime mutation testing tool as part of the "DeepCrime: Mutation Testing of Deep Learning Systems based on Real Faults" paper published at ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA) 2021. The second part of this dataset is stored under DOI 10.5281/zenodo.4737754.

Files

deepcrime-mnist-part1.zip

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Additional details

Funding

European Commission
PRECRIME - Self-assessment Oracles for Anticipatory Testing 787703