TRANSPARENCY / RESEARCH STANDARDS

Sources & methodology.

Know where the intelligence comes from, when it was collected, and what it can—and cannot—tell you.

01 / VULNERABILITIES

CISA KEV

Reports vulnerabilities with evidence of exploitation. Being listed does not establish whether a specific organisation is affected or compromised.

View official source ↗
02 / EXPOSURE

Shodan

Aggregated search observations indicate indexed service visibility. Counts are not unique-host or confirmed-vulnerability counts and may change with coverage.

View official source ↗
03 / REPORTING

Publisher feeds

Headline metadata, publisher attribution and source links are collected periodically. Stories are not verified independently unless clearly marked as original research.

View current feeds →

Editorial and technical standards

  • Source-first: every news item links to its original publisher.
  • Freshness: displayed collection timestamps refer to the most recent successful ingestion, not event occurrence.
  • Failure transparency: unavailable or stale feeds should be clearly distinguishable from current records.
  • Scope: offensive security material relates to systems owned or explicitly authorised for testing.
  • Risk: CVSS, KEV status, EPSS and Shodan exposure are different signals; none alone proves exploitability.
  • Data minimisation: public exposure summaries should not include private credentials or sensitive assessment results.

CyberIntel provides research and educational information, not a guaranteed complete or real-time threat feed. Security decisions should be confirmed with vendor and primary-source advisories.