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Google Open Sources AI-Boosted Fuzzing Framework

ID: 0b2b69c0-1cfc-5b86-9b5b-65adc99c25af

STIX ID: report--0b2b69c0-1cfc-5b86-9b5b-65adc99c25af

Feed Name: Dark Reading

Date Published: 2024-02-05

Date Updated: 2026-04-21

Author: Dark Reading Staff

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Google has open-sourced an LLM-powered fuzzing framework (oss-fuzz-gen) that automates generation and evaluation of project-specific fuzz targets to improve code coverage across C/C++ projects. The framework evaluates generated targets on compilability, runtime crashes, and coverage, and Google reports it produced non-zero coverage increases for 160 projects and helped discover vulnerabilities in cJSON and libplist; it also includes AI-assisted patch generation that resolved 15% of targeted bugs.

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