Data Quality
SOC-ready evidence, not just a score
Each verdict exposes source agreement, freshness, reliability weighting, contradictory signals and a recommended analyst action.
Public JSON: source reliability, blocklist freshness, warning counts and recent source-health history.
1014
Configured Sources
839
Verified Feeds
497
High Reliability
444
Noise-aware Feeds
Verifiable
What you can verify
Source Reliability
Feeds are weighted so authoritative detections outweigh noisy contextual blocklists.
Provider Agreement
Scanner, blocklist, OTX, WHOIS, certificate, and infrastructure signals are cross-checked for agreement or conflict.
Freshness
Responses include observed time, last update, first seen, last seen, and stale-data warnings when available.
Analyst Evidence
API and bulk outputs expose reasons, contradictory signals, confidence, and recommended SOC action.
Registry
Verified Source RegistryReliability runs 0.00–1.00 and weights each feed in the scoring pipeline — tier A ≥ 0.90, tier B ≥ 0.75. One high-reliability provider can outweigh several noisy contextual blocklists.
The 12 highest-weighted verified feeds in the scoring pipeline.
- summary
- Totals and warning counts for a quick health read.
- sources
- Configured providers with reliability and noise profile.
- blocklists
- Feed freshness, record counts, and stale or empty warnings.
- history
- Recent cron snapshots once production has recorded them.
| Source | Type | Category | Reliability | Noise Profile |
|---|---|---|---|---|
| FireHOL - Et Spamhaus | ip | attack | 0.98A | low |
| FireHOL - Feodo Badips | ip | malware | 0.98A | low |
| FireHOL - Iblocklist Spamhaus Drop | ip | attack | 0.98A | low |
| FireHOL - Spamhaus Drop | ip | malware | 0.98A | low |
| FireHOL - Spamhaus Edrop | ip | malware | 0.98A | low |
| Alienvault Reputation Generic | ip | malware | 0.98A | low |
| Bambenek DGA Feed High | domain | malware | 0.98A | low |
| Threatview C2 Hunt Feed | mixed | c2 | 0.98A | low |
| URLhaus MISP | mixed | malware | 0.98A | low |
| URLhaus Host File | domain | malware | 0.98A | low |
| Feodo Tracker (Abuse.ch) | ip | malware | 0.98A | low |
| Malware-Filter - URLhaus Domains | domain | malware | 0.98A | low |