fuzzing

1
Google Rewrites Critical C Dependencies to Rust Using AI and Differential Fuzzing infoq.com
Google successfully used Gemini AI and differential fuzzing to rewrite giflib, a critical C dependency, into memory-safe Rust. This process created an ABI-compatible drop-in replacement, preempted a zero-day vulnerability, and improved p99 tail latency by enabling the removal of process isolation sandboxes.
InfoQinfoq.comOlimpiu Pop8d3 minHN2
2
AI-powered fuzzing with the GitHub Security Lab Taskflow Agent github.blog
GitHub Security Lab developed the Fuzzing Taskflow, an autonomous LLM-driven pipeline for C/C++ projects that automates continuous fuzzing from identifying entrypoints and writing harnesses to triaging crashes and generating vulnerability reports. It aims to reduce the human effort traditionally required for effective fuzzing campaigns.
GitHub Oldgithub.blogAntonio Morales11d9 minHN2

Google Rewrites Critical C Dependencies to Rust Using AI and Differential Fuzzinginfoq.com