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STIMSMITH

Generation-Based Fuzzing

Technique
First seen 6/19/2026
Last seen 7/18/2026
Evidence 7 chunks

NEIGHBORHOOD

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RELATIONSHIPS

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ifuzz ← implements 90% 2e
ifuzz generates random instruction sequences without coverage feedback, implementing generation-based fuzzing.
Hardware Fuzzer (On-Chip) ← implements 93% 1e
The hardware fuzzer uses generation-based strategy based on the IPv4 grammar.
Input Grammar uses → 97% 1e
Generation-based fuzzing uses an input grammar or specification to build test inputs.
Instruction Sequence Generation implements → 85% 1e
Generation-based fuzzing randomly creates test inputs from scratch, including instruction sequences.
Black-Box Fuzzing ← implements 90% 1e
Generation-based fuzzing with no feedback from the system under test is called blackbox fuzzing.