Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

This article was co-written by Zach Rice and Joe Leon, both at Aikido Security. tl;dr Some credentials are meant to be public, but secret scanners still flag them as generic secrets. We wrote suppression rules for the most common ones and reduced false positives by ~2%. These rules now ship by default in Betterleaks. Secrets scanners are built on regular expressions. Each pattern targets a specific credential type, like an AWS secret access key, a GitHub PAT, or a Stripe token.

Learn how to measure time to revoke for exposed credentials using validation and invalidation timestamps, remediation SLAs, and CISO reporting metrics.

Learn why modern identity infrastructure security depends on credential exposure detection, not just directory management, and how to close the gaps that lead to breaches.

After the CISA GitHub leak, the agency published a candid incident postmortem. Here are six lessons security teams should copy, from secrets scanning to key rotation.

GitGuardian is now live on the Kiro Powers marketplace. Install the Power once, and Kiro's agent scans for exposed secrets automatically every time it writes or modifies code that handles credentials.

Cloud keys, shell history, SSH keys, AI agent caches: a complete inventory of where credentials hide on a developer's machine, and why infostealers go looking there.

AI assistants are repeating a common Git mistake: committing fixes that remove secrets only from the latest code, not from repository history. GitGuardian AI Skills can help.