Secrets Security
Secrets security reimagined. Every secret detected in code, history, documentation and pipelines. Validated, AutoFixed before it ships, revoked when it leaks.
80% false positives
https://news.sophos.com/en-us/2023/08/23/active-adversary-for-tech-leaders/
Of traditional secret scanner alerts are false positives
Detection-only scanners see strings. Guardian Agent sees the complete picture. It reasons over your Software Graph and Risk Graph like an AppSec engineer: detects every secret with code context, confirms whether it's valid, invalid, or revoked, and prioritizes by real exposure and business impact.
Secrets Security
Deep Code Analysis
HashiCorp research
Secrets security shifts from chasing string matches to validating and fixing real credential risk in code. Three outcomes follow.
1 check
What Secrets Security delivers
Signal, not noise
Five capabilities secure every credential from the first commit to the public perimeter: automated, continuous, at enterprise scale.
Live Validation
Attackers don't break in. They log in.
Sophos Active Adversary Report
https://www.paloaltonetworks.com/resources/research/unit-42-incident-response-report
Internet exposure, public repositories, PII data flows, and business impact decide priority. The Risk Graph separates the key that unlocks production from the one that unlocks nothing.
Guardian Agent
Regex and entropy flag random IDs, hashes, and test data as critical. Teams drown in noise, stop responding, and real exposures sit unresolved.
Total open secret risks, discovered versus closed, HBI repositories with critical exposures, valid secrets by platform, and MTTR for exposed secrets: one dashboard turns secrets security from alert volume into measurable risk reduction.
Of security incidents investigated involved credential weaknesses
History and perimeter blind spots
One hardcoded key. Two verdicts.
Read: beyond detection with actionable secrets security →
Why detection-only tools can't fix it: they flag the string and move on. Apiiro confirms the key is live against AWS, maps the blast radius through the Software Graph, groups all 14 occurrences, escalates to Critical, and assigns the code owner with rotation guidance for your KMS.
Deprioritized: revoked token, archived test code, no exposure
https://apiiro.com/blog/beyond-detection-new-actionable-secrets-security-features/
Every unvalidated alert is wasted triage. Every unvalidated key is an open door. Apiiro separates the two automatically, continuously, across your entire codebase and its history.
Fix at the source
Occurrences grouped across repositories and SCMs, code owners auto-assigned with stack-specific guidance. Guardrails block valid secrets at the pull request, before deployment.
Compromised credentials are the most reliable initial access vector in modern application environments, and attackers start scanning for exposed keys within minutes. AI-driven development is minting secrets faster than teams can rotate them.
Focus on real risk
Read: the AppSec metrics that matter →
https://www.hashicorp.com/en/blog/why-traditional-secret-scanning-tools-fail-to-address-today-s-secret-management-crisis
50%
Apiiro secrets validation
89%
Secrets security reimagined. Every secret detected in code, history, documentation and pipelines. Validated, AutoFixed before it ships, revoked when it leaks.
Read: how teams actually prevent credential leaks →
AI coding agents hardcode credentials at machine speed, across code, configs, and pipelines. Attackers don't break in anymore. They log in. Regex scanners flag strings and walk away. Four systemic failures follow.
80%
AI-multiplied secret sprawl
Every secret validated against the issuing platform: valid, invalid, or revoked
Deleted lines persist in Git history. Secrets leak through CI logs, container layers, and personal repositories that snapshot scanners never touch.
Group & Fix
Guardian Agent
Detection-only secrets scanning was built for the pre-AI age
No validity, no context
Of security incidents root-caused by compromised credentials
Prove the program with the Secrets Dashboard
A live production key and a revoked test token fire the same alert at the same severity. What the secret unlocks, and who owns it, stays a manual investigation.
Escalated: valid production key, internet exposed, unlocks PII
Why pattern-matching tools flag it: the entropy matches, so the alert fires at the same severity. Apiiro confirms revocation against the issuing platform, sees the archived repo with zero exposure, deprioritizes with evidence, and your team works the production key instead.
Every detected secret checked against the issuing platform: valid, invalid, or revoked. Live production keys escalate. Dead test tokens stop paging your team.
Risk Graph Priority
How Secrets Security works
Every prompt is a chance to hardcode a key. AI-generated code, configs, and pipelines mint secrets faster than any review process can catch them.
Unit 42 Incident Response Report
Explore the Data Fabric that powers it →
Leak Detection
Same finding: a hardcoded credential. Opposite risk reality. Both verdicts are possible only with validation and code-to-runtime context in the Software Graph. Pattern matchers flag both at the same severity. Your team works the wrong one.