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BayesFLo: Bayesian fault localization for software testing

Authors

Yi Ji (1), Ryan Lekivetz (2), Simon Mak (1) and Joseph Morgan (1)

Affiliations

(1) Duke University, Durham, NC

(2) JMP Statistical Discovery LLC

Journal

2023 IEEE 23rd International Conference on Software Quality, Reliability, and Security Companion (QRS-C)

Date Published

2023

Abstract

Fault localization is a software testing activity that is critical when software failures occur. We propose a novel Bayesian fault localization method, yielding a principled and probabilistic ranking of suspicious input combinations for identifying the root causes of failures.

Citation

Ji, Y., Lekivetz, R., Mak, S. and Morgan, J., 2023, October. BayesFLo: Bayesian fault localization for software testing. In 2023 IEEE 23rd International Conference on Software Quality, Reliability, and Security Companion (QRS-C) (pp. 865-866). IEEE, https://doi.org/10.1109/QRS-C60940.2023.00019.