Universal Fuzzing via Large Language Models. (arXiv:2308.04748v1 [cs.SE])

Fuzzing has achieved tremendous success in discovering bugs and
vulnerabilities in various software systems. Systems under test (SUTs) that
take in programming or formal language as inputs, e.g., compilers, runtime
engines, constraint solvers, and software libraries with accessible APIs, are
especially important as they are fundamental building blocks of software
development. However, existing fuzzers for such systems often target a specific
language, and thus cannot be easily applied to other languages or even other
versions of the same language. Moreover, …

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