Case ECE-DEMO-2026-001
Assessment: Strong indicators of synthetic/manipulated media. Review the propagation radar, evidence intelligence, and confidence explanation before taking any action.
Propagation radar
A chronological trail of publicly observable occurrences in this demo dataset — from earliest appearance to broader public spread.
Simulated prototype data. This demo does not perform a live, internet-wide forensic search. All handles, platforms, URLs, and timestamps below are fictional and shown for demonstration only.
41
Public occurrences
6
Direct reposts observed
4
Platforms involved
- Earliest publicly observable occurrenceHigh confidence@source_exampleForum — img.example
Earliest publicly observable occurrence identified in this demo dataset.
16 Aug 2026 · 21:42 UTChttps://img.example/thread/48213 (simulated) - Public repostHigh confidence@account_bSocial — social.example
Near-identical media, matching fingerprint. Public repost.
16 Aug 2026 · 22:03 UTChttps://social.example/post/91027 (simulated) - Public repostMedium confidence@account_cSocial — social.example
Matching fingerprint with minor re-encoding artifacts.
16 Aug 2026 · 22:27 UTChttps://social.example/post/91144 (simulated) - Cross-platform spreadMedium confidencepublic channelMessaging (public channel) — chat.example
First observed cross-platform appearance in a public channel.
16 Aug 2026 · 23:11 UTChttps://chat.example/channel/mil-watch (simulated) - Multiple public occurrencesLow confidence37 related public occurrencesMultiple platforms
Additional publicly observable occurrences detected. Full spread is not fully known.
16 Aug 2026 · 23:11 – ongoingCluster of public occurrences (simulated)
Evidence intelligence
ECE AI keeps these three categories separate on purpose — findings, verified evidence, and genuine unknowns should never be blended into a single confident-sounding claim.
What we found
Raw observations from the demo dataset
Similar / near-identical occurrences
5 public postings share a matching or near-matching media fingerprint.
Public timestamps
Each occurrence carries a publicly visible post or upload timestamp.
Observable propagation sequence
A chronological ordering of public postings, earliest to latest.
Media fingerprint
A perceptual hash was generated to compare occurrences (simulated).
Public source references
Placeholder URLs for each public occurrence, for later review.
What we can verify
Supported by publicly observable evidence
Publicly observable occurrences
Confirmed presence of matching media on public, non-authenticated pages.
Timestamp relationships
Relative ordering of when each public occurrence became visible.
Matching media characteristics
Visual/perceptual similarity across observed occurrences.
Evidence recorded in this case
A structured, exportable log of what was observed and when.
What we cannot confirm
Outside this prototype's scope, by design
Real-world identity of uploader
ECE AI never attempts to identify the person behind an account.
Private account ownership
No access to private accounts, DMs, or non-public platform data.
IP / device information
No IP addresses, device fingerprints, or telecom data are accessed.
Complete internet-wide propagation
Only publicly observable occurrences within this demo dataset are shown.
Whether every occurrence has been found
Absence of a finding is not evidence of absence.
Evidence confidence
ECE AI does not output a simple “real” or “fake” label. It separates evidence from inference and shows its reasoning.
Strong indicators of synthetic/manipulated media. This case is currently assessed as prototype assessment — medium/high confidence, based on matching media fingerprints and a consistent public propagation pattern across the demo dataset.
Evidence supporting the assessment
- Publicly observable occurrences. Confirmed presence of matching media on public, non-authenticated pages.
- Timestamp relationships. Relative ordering of when each public occurrence became visible.
- Matching media characteristics. Visual/perceptual similarity across observed occurrences.
- Evidence recorded in this case. A structured, exportable log of what was observed and when.
Evidence limitations
- This is a hackathon prototype and does not perform a live, internet-wide forensic search.
- Confidence levels reflect a simulated demonstration, not a certified forensic conclusion.
- ECE AI cannot and does not claim to identify the real-world person behind any account.
- No private accounts, telecom records, or law-enforcement databases are accessed.
- Absence of additional occurrences in this demo does not mean none exist publicly.
Case timeline
A full chronology of this case, from the earliest publicly observable occurrence through evidence capture and response preparation.
Simulated prototype data. This demo does not perform a live, internet-wide forensic search. All handles, platforms, URLs, and timestamps below are fictional and shown for demonstration only.
- 16 Aug 2026 · 21:42 UTC
Earliest publicly observable occurrence
Media first observed on a public forum thread under @source_example.
- 16 Aug 2026 · 22:03 UTC
First public repost
Matching media reposted publicly by @account_b.
- 16 Aug 2026 · 22:27 UTC
Second public repost
Matching media, with minor re-encoding, posted by @account_c.
- 16 Aug 2026 · 23:11 UTC
Cross-platform spread observed
First public appearance on a second platform type (public messaging channel).
- 16 Aug 2026 · 23:40 UTC
Evidence captured
Public source references, timestamps, and fingerprint recorded into this case.
- 16 Aug 2026 · 23:58 UTC
Response pack prepared
Structured evidence package generated for responsible next steps.
Response pack
Turn this case’s evidence into a structured package suited for platform reports, support services, or authorized responders.
Recommended next steps
Responsible response — no retaliation, no doxxing, no vigilante investigation.
- 1
Preserve relevant public evidence
Save timestamps, public URLs, and screenshots before content can be edited or removed.
- 2
Avoid further spreading harmful content
Do not re-share, re-post, or forward the media — even to warn others.
- 3
Use the platform's official reporting mechanism
Report directly through each platform's built-in tools for non-consensual or synthetic intimate media.
- 4
Seek appropriate support
Contact victim-support services, legal counsel, or a cybercrime unit suited to the jurisdiction.
- 5
Share evidence only with authorized responders
Limit distribution of the evidence pack to platforms, support services, or authorities equipped to act.
Simulated prototype data. This demo does not perform a live, internet-wide forensic search. All handles, platforms, URLs, and timestamps below are fictional and shown for demonstration only.