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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

  • Picture of the street with a subtle lock icon on the top RHS. Label underneath says looks the same but it isn't...How to hide a file inside a photo without changing how it looks29 July 2026
  • Head map of a natural photo sceneHow Photo Steganography Actually Works22 July 2026
  • magnifying glass on a photo looking for stego evidenceBuilding steganography detection: what statistical analysis looks for14 July 2026
  • Dramatic macro scan of a glowing digital seal being authenticated by a beam of light.Think Twice Before Claiming AI Work as Your Own — What C2PA Content Credentials Prove9 July 2026
  • Dark navy hero image showing a JPEG file icon surrounded by six forensic signal indicators with a simplified report panel on the rightA Complete Guide to JPEG Forensic Analysis4 July 2026

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