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Summary

Researchers conducted a study on Havoc, a random search mechanism used in fuzzing to expose program vulnerabilities, and found that applying its default setup to fuzzers can significantly improve edge coverage performance. Executing Havoc alone can also lead to strong edge coverage and outperform most studied fuzzers. Extending Havoc's execution time can increase edge coverage and reduce performance gaps between fuzzers. A new approach, Havoc???, was proposed, which models Havoc's mutation strategy as a multi-armed bandit problem, resulting in an average 11.1% increase in edge coverage compared to Havoc and slightly outperforming state-of-the-art QSYM.

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Description

Researchers conducted a study on Havoc, a random search mechanism used in fuzzing to expose program vulnerabilities, and found that applying its default setup...

Technical Information

  • File Format: PDF
  • File Size: 2.82 MB
  • Pages: 12
  • Language: EN
  • Total Downloads: 239
  • Last Updated: 4 hours ago

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