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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

  • A block structure with a column of green ticks beside it, falling short of the dashed outline of the shape that was intendedNo Human in the Loop. Only AI Acting on Your Intent.27 October 2026
  • snapwonders-lead-driven-synthesis-featureBeyond Vibe Coding: The Era of Lead-Driven Synthesis24 October 2026
  • Illustration showing two pictures of the golden sunset where one is real and one is ai generated. The magnifying glass over the ai generated one shows pixelated content representing the ability AI differencesIs This Photo Real? Why AI Is Making That Harder to Answer21 October 2026
  • Two men that was revealed from a hidden beach photoWe Made Our New Video With AI in a Sunday Afternoon. The GPU Is the Real Story.18 October 2026
  • An image that seems to be doubling up as a photo as well as a zipped archiveThe Photo That’s Also a ZIP File14 October 2026

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