instrumentation-driven fuzzer for binary formats

American fuzzy lop is a security-oriented fuzzer that employs a novel type of compile-time instrumentation and genetic algorithms to automatically discover clean, interesting test cases that trigger new internal states in the targeted binary.

https://linuxfr.org/users/woffer/journaux/fuzzing-eprouver-les-entrees-de-vos-developpements