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Harnessing AI to Pinpoint Security Hotspots in Code Review

ID: 8a0313d9-fff1-5c0c-9d69-7aa359eb95a6

STIX ID: report--8a0313d9-fff1-5c0c-9d69-7aa359eb95a6

Feed Name: HackerOne Blog

Date Published: 2024-01-18

Date Updated: 2026-06-12

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### Executive summary: This post describes HackerOne's Security Hotspot AI used in Smart Review Selection to surface high-risk code areas for human reviewers. It explains the model's training on code-review comments, its ability to detect nuanced risky patterns (illustrated with SQL injection examples), and how it integrates with human analysts and SAST tooling to prioritize and improve code-review efficiency.

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