Proj CDeepFuzz Paper Reading: DeepMutation: Mutation Testing of Deep Learning Systems

Abstract

本文：DeepMutation
Github: https://github.com/berkuva/mutation-testing-for-DNNs
Task: mutation testing framework specialized for DL systems to measure the quality of test data
Step:

1. a set of source-level mutation operators to inject faults into source of DL(training data and training programs?)
2. model-level mutation operators to inject faults into DL model without training
3. 分析评估测试数据的质量

实验：
数据集：MNIST, CIFAR-10
DL Models: Model A,B,C?