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This project implements a compiler‑aware vulnerability detector for Rust codebases by combining static analysis, LLVM IR feature extraction, and machine‑learning classification. It identifies unsafe memory patterns, command‑injection risks, and path‑traversal vulnerabilities with confidence‑scored predictions.