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Month: May 2026

Forensic analysis on a photo of a book reveals a thumb print
Blog / Digital Forensics · 27 May 2026

Your camera’s fingerprint survives EXIF stripping — here’s how

Stripping EXIF metadata doesn’t make a photo anonymous. DQT quantisation tables and Huffman coding tables are baked into the JPEG compression — a permanent camera fingerprint that survives every standard metadata strip. Two of the 60+ forensic checks snapWONDERS reads from every image.

DQT finger printing
Blog / Digital Forensics · 20 May 2026

How I built a JPEG encoder fingerprint database from scratch

How I built the DQT encoder fingerprint database inside snapWONDERS — deriving libjpeg tables mathematically from the ISO standard, and running a live accumulation pipeline with a trust model to guard against faked metadata. And what this has to do with Vaultify.

Huey — the inspiration behind Hueyify and Vaultify
Accessibility / Blog / Our Story · 18 May 2026

Huey’s vision — and the decade of work to honour it

The story behind Vaultify — a father building a steganography platform in memory of his son Huey, who lost his sight at four and dreamed of photos that carry hidden stories.

Recent Posts

  • Illustration of a hand showing branching lines stemming out with a spark on one main branch lineI Kept Waiting for AI to Have an Original Idea. It Never Did.15 September 2026
  • Picture showing 3 points on the world map to represent gps triangleWhat the “GPS Timezone Triangle?” Row on a Forensic Report Actually Checks9 September 2026
  • A picture showing two grading meters - one for grade letter, other for confidence levelWhy a Forensic Image Grade Needs Two Numbers, Not One1 September 2026
  • Particles floating above a hand in an endless loopingHow a Corrected Rule Stays Corrected30 August 2026
  • Proof of work showing LHS verses RHS, where LHS tries to confirm real person and RHS confirms proof of workI Couldn’t Use Google’s reCAPTCHA — So I Built My Own Bot Challenge for Clearnet, Tor, and I2P26 August 2026

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