Lion Cipher Lab

Measure what a top-sites allowlist hides in your IOC feed (Tranco + the Public Suffix List)

Why it matters

Every threat feed leaks benign noise: a CDN hostname that showed up in a sandbox run, a big search engine a malware sample pinged to test connectivity, an ad network. Block those and you break the business; alert on them and analysts drown. So nearly every team adds a shortcut: if an indicator's domain is in a list of the world's most popular sites, throw it away. It works -- and it also throws away phishing pages on free hosting platforms, payloads in cloud storage buckets, and links behind URL shorteners, because all of those live under popular names. The researchers who built the Tranco…

What you'll learn

Steps in this lab

  1. The shortcut you are about to measure
  2. How Tranco is built -- and why it beats any single list
  3. Build the three fixtures
  4. The Public Suffix List: what is the 'registrable domain'?
  5. Measure three allowlist keys against the labeled feed
  6. Sweep the threshold: is a smaller N safer?
  7. A better policy: allowlist registrable domains, never URLs
  8. Warn, don't delete: the MISP warninglist way
  9. Pin the list: reproducibility (optional, uses the internet)
  10. What you actually learned, and the habit to keep

Open the full interactive lab →