How I Built an AI That Detects C/C++ Security Vulnerabilities (F1 0.925)
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Finder of one bug in a million lines is still sleeping, but the models have started watching. Static analysis tools like Flawfinder and Cppcheck have been the industry standard for years, but they work on predefined rules. They miss what they were never told to look for. This is the story of SecureScan AI — a deep learning model that reads C/C++ source code like a language model reads text, and flags vulnerabilities the way a code reviewer would. We built it for our Deep Learning lab at Air Un