VPN Detection.

Identify VPN and proxy traffic across security, fraud, and threat hunting workflows.

Spur VPN Detection classifies anonymized infrastructure in real time, revealing traffic originating from commercial VPNs, datacenter proxies, or shared gateways.

The Spur platform maps and attributes VPN and proxy infrastructure in real time. It analyzes network telemetry, tunnel behavior, and ASN routing to identify anonymized services across hundreds of millions of IPs and 1,000+ VPN and proxy providers.

Spur’s verified, explainable data helps teams distinguish legitimate enterprise VPN use from anonymized traffic used for abuse, without relying on static reputation lists or black-box scoring.


Key Benefits:

  • Identify VPN and proxy use in authentication and access workflows.
  • Enforce policies with verified, explainable signals instead of static IP lists.
  • Strengthen fraud and compliance decisions while minimizing false positives.
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How Spur Detects and Classifies VPN Traffic.

  • 01

    Identify:

    Map VPN exit nodes through global network observation and service attribution.

  • 02

    Correlate:

    Validate IPs against ASN routing, ownership, and tunnel characteristics.

  • 03

    Enrich:

    Return verified context through 20+ enrichment attributes.

Why Teams Choose Spur VPN Detection.

Correlates network ownership, ASN routing, and service metadata to identify active VPN and proxy services in real time.

Signals that Drive Accurate Detection.

Spur VPN Detection leverages multiple independent signal categories to ensure accuracy and explainability:

Customer Success

Trusted by Teams Who Need to See What’s Real.

Detect automation and abuse hidden behind residential IPs.

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Map connections with verified geographic accuracy.

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Detect agentic activity and automation.

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Review Spur’s 20+ enrichment attributes for transparency and precision.

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FAQs About Spur VPN Detection.

Through continuous correlation of IPs with verified infrastructure, ASN routing data, and tunnel behavior.

Spur classifies anonymized infrastructure dynamically using network telemetry – not static blacklists or crowdsourced data.

VPN and proxy networks are monitored in real time; new infrastructure is classified as soon as it appears.

VPN detection is available through the Spur API, on-prem data feeds, or integrated into session-level enrichment.

Identify VPN Traffic Others Miss.

Enrich security, fraud, and threat hunting workflows with verified, explainable IP intelligence.

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