PrescientFuzz: A more effective exploration approach for grey-box fuzzing

arXiv:2404.18887v1 Announce Type: cross
Abstract: In this paper, we introduce an approach for improving the early exploration of grey-box fuzzing campaigns; allowing the fuzzer to reach the interesting coverage earlier. To do this, it leverages information from the system under test's (SUT's) control flow graph in order to decide which inputs are likely to lead to discovering most coverage when mutated.

arxiv box campaigns control cs.cr cs.se exploration flow fuzzer fuzzing graph information inputs order system test under