RCABench: Open Benchmarking Platform for Root Cause Analysis. (arXiv:2303.05029v1 [cs.CR])

Fuzzing has contributed to automatically identifying bugs and vulnerabilities
in the software testing field. Although it can efficiently generate crashing
inputs, these inputs are usually analyzed manually. Several root cause analysis
(RCA) techniques have been proposed to automatically analyze the root causes of
crashes to mitigate this cost. However, outstanding challenges for realizing
more elaborate RCA techniques remain unknown owing to the lack of extensive
evaluation methods over existing techniques. With this problem in mind, we
developed an end-to-end benchmarking …

analysis bugs challenges cost crashes evaluation fuzzing inputs platform root root cause analysis software software testing techniques testing vulnerabilities