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STIMSMITH

Structure-Aware Fuzzing

Technique
First seen 7/18/2026
Last seen 7/18/2026
Evidence 2 chunks

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RELATIONSHIPS

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Coverage-Guided Mutation-Based Fuzzing extends → 95% 1e
Structure-aware fuzzing is a variation of coverage-guided fuzzing that preserves input validity.
x86_64 Instruction Encoding uses → 85% 1e
SiliFuzz plans to add structure-aware mutations that produce only valid x86_64 sequences.
libFuzzer ← implements 90% 1e
libFuzzer allows users to define their own mutators, turning it into a structure-aware fuzzing engine.
Syzkaller ← implements 95% 1e
Syzkaller is a structure-aware fuzzing engine for kernel fuzzing.