machine-to-human identity ratio reported in cloud environments
Sysdig’s telemetry highlights how machine identities dominate modern cloud estates.
Sysdig Cloud-Native Security and Usage Report · 2025 ↗Updated 2026-10-04 · Cloud security
AWS security
security risk statistics.
A source-first view of exposure, attack paths and the speed at which material findings are closed. Published findings provide context; the measurement framework shows what to calculate inside your own environment.
01 / Published evidence
What the public data says.
Each figure links directly to the organization that published it. Vendor telemetry and community surveys are labelled rather than blended into one invented industry average.
global average breach cost
IBM reported this global average in its 2026 Cost of a Data Breach research.
IBM 2026 Cost of a Data Breach · 2026 ↗used compromised credentials as initial access
The 2025 DBIR identified compromised credentials as an initial vector in 22% of reviewed breaches.
Verizon 2025 DBIR credential research · 2025 ↗02 / Your baseline
Measure the system you actually run.
Use these formulas consistently for at least one complete operating cycle. Keep scope, exclusions and collection dates beside the result.
Critical exposure density
Open critical exposures ÷ 100 in-scope assets
Median remediation age
Median days from validated finding to verified closure
Repeat finding rate
Reopened or recurring findings ÷ all closed findings × 100
03 / Interpretation
A number without a denominator is decoration.
Segment results by environment, workload owner and business criticality. A falling average can hide one critical service getting worse; a rising count can simply reflect better discovery.
- Record the source system and collection window.
- Separate discovered, in-scope and actively managed populations.
- Keep medians and tail values where averages hide risk.
- Annotate architecture, policy and tooling changes.
- Recalculate after remediation instead of closing on intent.
Related benchmarks
Look at the adjacent signal.
Want these numbers from your cloud?
Gritt can map the data sources, calculate a defensible baseline and implement the changes behind it.
Build the baseline →