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Aspect-preserving mutation
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Fuzzing JavaScript Engines with Aspect-Preserving Mutation
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- 1 Everyone uses web browser (+ JS engine)
- 2 Finding JS bugs is hard
- 3 Motivating example • Special conditions are necessary to discover new bug from old ones
- 4 Aspects
- 5 DIE overview
- 6 Preprocessing for typed-AST
- 7 Type Analysis: dynamic analysis
- 8 Type Analysis: static analysis
- 9 Input generation
- 10 Aspect-preserving mutation
- 11 Type-preserving mutation
- 12 Structure-preserving mutation
- 13 Execution with instrumented JS engine
- 14 Implementation
- 15 Fuzzing JS engines in the wild
- 16 Evaluation: effectiveness of leveraging aspect
- 17 Case study: CVE-2019-0990
- 18 Evaluation: aspect preserving
- 19 Evaluation: validity of generated input
- 20 Evaluation: comparison w/ state-of-the-art fuzzers
- 21 Conclusion
