How to Use URLx Queries to Hunt for Malicious URLs and Exposed Assets

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Summary

A tutorial demonstrates using Hunt.io’s URLx dataset and HuntSQL queries to find potential malware payloads, phishing infrastructure, exposed sensitive files, and misconfigured assets, then enrich results with ProjectDiscovery’s httpx.

Key points

  • URLx provides a searchable dataset of more than 10.6 billion structured URLs, reportedly growing by one billion URLs each month.
  • The tutorial shows queries for executable payloads, disguised executables, malware staging paths, beacon-like URLs, and script-based initial access.
  • Additional searches target paste-site links, open redirectors, credential-related URL parameters, exposed archives, configuration files, and potentially vulnerable API endpoints.
  • URLx queries can be run through the web interface or API, and results can be exported as CSV, JSON, or NDJSON.
  • The article demonstrates using httpx to check URL availability, identify technologies, inspect page details, and capture screenshots.

Article Details

Topic
Using URLx and HuntSQL to hunt for malicious infrastructure, payloads, phishing paths, and exposed assets across a large structured URL dataset.

Malware

Vendors

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Tools

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