Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

The Research Behind Of Detecting And Attributing LLM-Generated Passwords - Gäetan Ferry

GitGuardian Senior Cybersecurity Researcher Gaetan Ferry’s latest research shows that AI-generated passwords are leaving fingerprints in the wild. In this interview, he explains how he used Markov chains, a century-old statistical model, to detect patterns in passwords generated by modern LLMs, attribute them to model families, and identify 28,000 likely LLM-generated passwords across public GitHub. The findings are a warning for teams adopting AI coding agents.

No Off Season: Three Supply Chain Campaigns Hit npm, PyPI, and Docker Hub in 48 Hours

Three supply chain attacks hit npm, PyPI, and Docker Hub between April 21–23, 2026. All three targeted secrets: API keys, cloud credentials, SSH keys, and tokens from developer environments and CI/CD pipelines.

GitGuardian Can Now Monitor Your Gerrit Repositories To Help You Fight Secrets Sprawl

In this video, Romain Jouhannet, Product Manager at GitGuardian, talks with Dwayne McDaniel, Developer Advocate at GitGuardian about the platform's new native support for Gerrit as a VCS source. Gerrit is widely used for enterprise code review workflows, often hosting sensitive internal repositories. You can now connect your Gerrit instance to GitGuardian to detect secrets exposed across your repositories and commit histories, with the same experience as our other VCS integrations.

GitGuardian Now Flags Overprivileged and Admin Secrets Across AWS, Entra, And Okta Identities

GitGuardian NHI Governance will now automatically flag machine identities that carry admin access and have more privileges than they actually use. GitGuardian NHI Governance has been able to surface policy breaches for long-lived secrets, Duplicated Secrets, and, of course, if the secrets have been leaked publicly or internally.