Soujanya Ain

Soujanya Ain

34 posts
How Machine Learning Transforms Security Alert Chaos into Actionable Intelligence

How Machine Learning Transforms Security Alert Chaos into Actionable Intelligence

Learn how GitGuardian’s ML-powered risk scoring turns 10,000 noisy secrets alerts into a prioritized, actionable queue, tripling analyst efficiency, boosting critical detection 5× over rule-based systems, and safely auto-closing over a third of low-risk incidents.

Q3 2025: NHI Security Gets More Real

Q3 2025: NHI Security Gets More Real

Unified Non-Human Identity (NHI) security platform now features integrated Public Monitoring, one-click secret revocation for GitHub/GitLab/OpenAI, and enhanced graph intelligence. Close the attack window with automated remediation and expanded visibility.

The Hidden Cost of Secrets Sprawl

The Hidden Cost of Secrets Sprawl

Manual secrets management costs organizations $172,000+ annually per 10 developers. Discover the hidden productivity drain, security risks, and how automation can recover at least 1.2 FTE worth of capacity.

Detect Secrets in GitLab CI Logs using ggshield and Bring Your Own Source

Detect Secrets in GitLab CI Logs using ggshield and Bring Your Own Source

Discover how to automatically detect secrets in GitLab CI logs using ggshield and GitGuardian's Bring Your Own Source initiative. Learn to set up real-time scanning to prevent credential leaks, enhance compliance, and secure your entire CI/CD pipeline from hidden risks.

How GitGuardian and Delinea Solve Improper Offboarding of NHIs at Scale

How GitGuardian and Delinea Solve Improper Offboarding of NHIs at Scale

Learn how GitGuardian and Delinea solve the growing problem of improper offboarding for Non-Human Identities (NHIs). Discover why orphaned secrets are a top security risk and how to automate their lifecycle management.