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Web security practice, defensive research, and lab notes.

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Educational ScriptCategory: Recon

Public Profile Lookup

A Python script for practicing safe username checks across public sources. The focus is on input handling, readable output, and understanding how OSINT tools structure results.

Technical Architecture & Principles

An educational Open Source Intelligence (OSINT) scripting exercise focused on public identifier discovery.

Threat Model & Attack Surface

OSINT tools must handle untrusted target data safely to avoid SSRF and malicious redirect loops.

Defensive Engineering Takeaway

Understanding passive reconnaissance helps defensive teams identify unintended digital footprints and minimize public attack surfaces.

Associated Technologies & Tools

PythonPublic DataOSINTInput Handling