Introducing Fuzzomatic: Using AI to Automatically Fuzz Rust Projects from Scratch
ID: 432b064b-cc22-5a75-8beb-9eafa7f6395f
STIX ID: report--432b064b-cc22-5a75-8beb-9eafa7f6395f
Feed Name: Kudelski Security
Fuzzomatic is an automated, AI-assisted system that generates and compiles libFuzzer fuzz targets for Rust/Cargo projects from scratch. The report details the tool's design (multiple approaches including README/examples/tests/functions, use of OpenAI models, and cargo-fuzz/libFuzzer backend), compilation and fixing strategies, evaluation methodology, results across 50 popular Rust parser libraries (95% target build success, 92% useful targets, 14 bugs found), security considerations, limitations, and suggestions for future work.
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