Dataset validation
Cyber Vulnerability Change CSV Sample
A validation sample for a possible CVE and known-exploited vulnerability change dataset built for security operations and developer tooling.
CSV /datasets/cyber-vulnerability-sample.csv
cve_id,vendor,product,severity,kev,modified_at,source
CVE-2026-0001,SampleVendor,SampleServer,CRITICAL,true,2026-07-02,NVD
CVE-2026-0002,ExampleSoft,ExampleGateway,HIGH,false,2026-07-02,NVD
CVE-2026-0003,DemoProject,DemoPackage,MEDIUM,false,2026-07-01,NVD
CSV Schema
The fields are intentionally simple so buyers can inspect the shape in spreadsheets, BI tools, and lightweight data pipelines.
cve_idvendorproductseveritykevmodified_atsource
Monetization Hypothesis
This sample tests dataset and report-style demand before we invest in ingestion, export automation, or marketplace onboarding.
- API subscription for KEV/CVE polling and watchlists.
- Dataset export for teams that prefer daily CSV ingestion.
- Build only if security-market validation clicks beat other directions.
Public Sources
The full product would normalize public records into stable datasets and API endpoints only after validation gates are met.
- NVD CVE API
- CISA Known Exploited Vulnerabilities catalog