// Analysis

Explore Steganography

Hidden in the pixels, not the ciphertext — that's a different problem than encryption solves.

You already know encryption scrambles content. Steganography does something stranger: it makes the fact that a message exists disappear entirely. A JPEG with a payload in its low-order bits looks like every other JPEG on the server — no red flags, no ciphertext screaming 'inspect me.' That distinction changes what you're defending against, and most people learn it backwards.

your tutor starts by putting a real carrier file on the whiteboard next to its stego version, and asks you to spot what changed. Usually you can't — that's the point. From there the sessions move into where this actually lives operationally: LSB embedding in images, DNS tunneling and timing channels on the wire, and the CVEs (2007-0163/0164, and newer RCE flaws in steganalysis tools) that show password protection is often theater.

You'll also work through why nothing catches all of it — hash matching, chi-square statistics, UEBA baselines, each covering a different gap — and why APT groups like Lazarus and TA558 use this alongside legitimate infrastructure, not instead of it.

// What a session feels like

You bring the questions. Your tutor asks the next one.

  • your tutor lays a Steghide-protected file and its Stegseek crack log side by side on the whiteboard and asks you to explain why a password prompt didn't stop the wordlist attack.
  • In the terminal, you run entropy checks against a clean image and a suspected stego image, and your tutor presses you on why the chi-square result alone isn't proof — what else you'd need before escalating.
  • your tutor sketches a SIEM correlation rule — file type, access frequency, off-hours timestamp, external destination — and has you decide which combination should trigger a UEBA alert versus which is just noise.

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