Revisiting Neuron Coverage for DNN Testing: A Layer-Wise and Distribution-Aware Criterion.

Yuanyuan Yuan Qi Pang Shuai Wang

Published in: ICSE (2023)

Keyphrases

test suite
neural network
probability distribution
input pattern
random variables
gaussian distribution
multi layer
uniformly distributed
probability density function
statistical tests
spatial distribution
set of test cases
upper layer
training process
data distribution
pairwise
similarity measure
machine learning