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Re:Afl-fuzz: making up grammar with a dictionary in hand by qbrass on Wednesday April 15, 2015 @08:11AM (#9380372)
Genetic algorithms are more general than that. They don't have to generate code.

Using GAs to specifically generate code is genetic programming.

https://en.wikipedia.org/wiki/Genetic_programming

Re:Afl-fuzz: making up grammar with a dictionary in hand by logicallee on Wednesday April 15, 2015 @08:24AM (#9380447)
But isn't the point of afl-fuzz that it knows deeply about the executable its targeting (watches its state)?

So it would be like inspecting the test cases deeply as you fuzz, as opposed to treating them as a black box to hill-climb...