Google Rewrites Critical C Dependencies to Rust Using AI and Differential Fuzzing

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Posted on Sun Sep 27 2026 | 7:44 pm

Google's security team developed a method to replace legacy C code in the giflib image-processing library with Rust, targeting inherent memory vulnerabilities. They utilised an automated migration process, ensuring compatibility and zero-day vulnerability mitigation. The project successfully maintained runtime performance while demonstrating that AI translations require ongoing human oversight.

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