The detection engine behind every takedown
CyberShield turns billions of daily signals into confirmed, actionable cases. One real-time pipeline handles the whole abuse lifecycle, from the first malicious DNS record to a domain that's finally offline.
Five stages, milliseconds apart
Every signal we collect flows through the same disciplined path, automated where speed matters, human where judgment does.
Ingest
DNS & zone files, Certificate Transparency, email telemetry, web crawls and partner feeds stream in continuously.
Correlate
Signals are fused across infrastructure (registrant, ASN, hosting, TLS and content) to reveal related assets.
Score
Machine-learning models rank impersonation and abuse likelihood, prioritizing the highest-risk cases instantly.
Verify
Analysts confirm every critical detection, protecting legitimate sites and keeping false positives near zero.
Enforce
Abuse notices go to registrars, hosts, CDNs and CERTs, escalated until the malicious asset is removed.
40+ feeds, one unified verdict
Commercial, open-source and proprietary intelligence, de-duplicated and correlated so nothing slips through a single blind spot.
DNS & zone files
Newly registered and newly resolving domains, tracked as they appear across every major TLD.
Certificate Transparency
Every issued TLS certificate is inspected for look-alike and brand-spoofing hostnames.
Email & spam telemetry
Phishing lures and malicious links are extracted from live spam and honeypot streams.
Web crawlers
Suspect pages are rendered and scored for cloned logins, fake stores and card-skimming code.
Dark-web & Telegram
Underground marketplaces and channels are monitored for kits, drops and stolen data.
Registrar abuse APIs
Direct integrations speed up reporting and confirm when malicious domains are suspended.
Malware sandboxes
Suspicious payloads are detonated to map C2 infrastructure and stealer families.
Partner & CERT feeds
Trusted exchanges with industry partners and national CERTs widen our coverage.
Trained to spot what humans miss at scale
Our models see millions of malicious pages a year. That scale is what lets them flag a brand-new phishing kit within minutes, long before it reaches a victim's inbox.
- Impersonation scoringDetects typosquats, homoglyphs and look-alike domains across every TLD.
- Visual brand matchingComputer vision compares page layouts and logos against protected brands.
- Infrastructure pivotingOne malicious domain leads us to the whole hosting cluster behind it.
- Full audit trailEvery case is documented end-to-end for evidence and compliance.
See the engine work on a real domain
Submit a suspicious domain and watch it move through detection, verification and our takedown queue.