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SOURCE INTEGRITY

Readers should be able to verify the evidence behind a story.

CyberDeltaForce retains source provenance through the collection and deduplication pipeline so an article can point back to the authority, vendor, researcher or publisher behind the underlying facts.

Verification model

A source entering the pipeline is assigned a trust tier and collection mode. Feed ingestion means the source is actively providing structured updates. Monitor mode means the official page is being watched for change. Proxy-monitor mode is used transparently when an official site cannot be fetched reliably and a secondary monitoring channel is used only to detect change.

  • Feed ingestion is distinct from web monitoring.
  • Proxy monitoring is never presented as direct official ingestion.
  • Failed sources remain visible to the backend health model rather than being silently counted as healthy.

Multi-source events

When multiple sources describe the same event, CyberDeltaForce can collapse duplicate coverage into one event record and retain multiple references. Primary and corroborating links remain available in the article so readers can compare accounts.

What source trust does not mean

A high-trust source does not make every interpretation correct, and a vendor advisory does not automatically establish attacker attribution or business impact. CyberDeltaForce separates source reliability from the conclusions drawn from that source.