DeepCrime mutations for MNIST

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Dataset information

Catalog
Zenodo catalog
Country of origin
EU institutions
Updated
2021.05.05 00:00
Created
2021.05.04
Available languages
English
Keywords
mutation testing, fault injection, deep learning testing, image classification, MNIST
Datasource
Official portal for European data link
Quality scoring

Dataset 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.
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190K+
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32
countries and EU institutions
2019
API-first since
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for evaluation and prototypes
SLA
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