GI GIFTS Generative Identity Forensics and Trust System
Updates

Public updates to the site and review materials.

This page logs visible public updates to the GIFTS site and the materials available for review. It is intended to help visitors quickly see what has changed and when.

Latest status

Latest public update: May 24, 2026.

The current site now points readers to implementation evidence from the cloud identity incident demo, the public/lab source catalog, the Splunk AWS CreateAccessKey run, and the CloudTrail conversion audit. These updates strengthen reviewability without claiming production accuracy.

Update log
May 24, 2026

Implementation evidence, cloud identity demo artifacts, and public-data result note

The prototype page was refreshed around the current read-only reference implementation. It now links to the cloud identity incident dashboard, workflow report, response plan, triage snapshot, current reference archive, GitHub repo, and Splunk AWS CreateAccessKey public-data result note. A static dashboard preview was added so readers can see the demo state before opening the HTML artifact. The Splunk run converted 75 raw CloudTrail records into 39 valid GIFTS sessions, with the conversion audit documenting one capped oversized session.

April 29, 2026

Custom domain, analytics, and public-site cleanup

The public site was aligned to the kakugri.dev/gifts-site/ custom-domain path, analytics were enabled, canonical and sitemap metadata were refreshed, homepage navigation was cleaned up, and public-facing copy was tightened across the site.

April 22, 2026

Runnable reference package added to the prototype page

The prototype materials now include a downloadable public reference package so readers can review the runnable package, not only the report PDF and entry-point file. The package now also includes stable input and output contracts, a CloudTrail-like adaptation example, sample output artifacts, and a short end-to-end walkthrough from raw events to suspicious-session interpretation. The prototype page was also clarified to present GIFTS as a reference implementation for review and adaptation.

April 21, 2026

Initial public site launch

The public GIFTS site launched with the core overview, technology, publications, prototype, and contact pages, along with linked public materials for technical review.

April 21, 2026

Content and metadata clarification

The site was updated with clearer author attribution, stronger publication details, improved prototype review guidance, and richer page metadata for public sharing and indexing.

April 21, 2026

Page clarity and layout polish

Internal page layouts were tightened and page copy was refined so the public site reads more naturally for first-time visitors.

What this page covers

Typical updates on this page

  • new public publications or citation links
  • new prototype materials or documentation
  • major site revisions that change what visitors can review
  • public release milestones relevant to the project materials

What is not listed here

  • unpublished work
  • release logs for restricted systems
  • confidential or internal project activity
  • non-public materials outside the visible site
Keep exploring

Read the publications, inspect the prototype, or get in touch.

If you are new to GIFTS, the publications and prototype pages are still the best next stops after this update log.

Publications Prototype Contact