Published May 4, 2021 | Version v1

DeepCrime and DeepMutation++ mutations for MNIST

  • 1. Università della Svizzera italiana

Description

This is the dataset of mutations generated for MNIST digit classifier by DeepCrime and DeepMutation++ 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 first part of this dataset is stored under the DOI 10.5281/zenodo.4737748. 

Files

deepcrime-mnist-part2.zip

Files (49.2 GB)

Name Size
md5:83dde6b074eaabaa1cda42883e23c01e
17.6 GB Preview Download
md5:e3ca24c66dc6dc7e9d5c2fb0d7985c38
31.7 GB Preview Download

Additional details

Funding

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