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Making secret scanning more trustworthy: Reducing false positives at scale

BACKGROUND
1 SIGNALFIRST DETECTED 11 June 2026
Narrative synthesis pending — 1 signal collected.
How the story developed
Other feeds and industry voices
13 Oct
GitHub’s model for secret detection: Finding more secrets with less noise

<p>GitHub’s context-aware secret classifier improves detection quality, raises weighted acceptance by 11.5%, and reduces median scan execution time by 86%.</p> <p>The post <a

REPORT · WHAT · GitHub BlogOPEN STORY
2 Jul
How GitHub used secret scanning to reach inbox zero

<p>GitHub had 20,000+ secret scanning alerts across 15,000 repositories. Here's how we separated signal from noise, built remediation workflows, and reached inbox zero in nine

REPORT · HOW · GitHub BlogOPEN STORY
7 Oct
Secret protection must scale with software

<p>Developers aren’t becoming more careless; they’re being outpaced. The tools that let developers create more software should also take on more of the work of protecting it.</p>

REPORT · WHAT · GitHub BlogOPEN STORY
Sources
GitHub Blog

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